{ "row": "wordcraft", "entity": "wordcraft", "address": "Wordcraft Writers Workshop", "addresses": [ { "address": "Wordcraft Writers Workshop", "slug": "wordcraft-writers-workshop-aio-20261101", "addr_id": "ADDR-673da49ebd41", "obs_id": "OBS-c4b3079c7972", "axn": "AXN:0B8E.CAPTURE.🦋🐝🔗🍀♍♠️" } ], "epoch": "2026-11-01", "type": "C (public entity on which the archive bears: a provider-run workshop and story collection of human-AI co-writing; an entity of the leesharks.com apparatus authorship census)", "surface": "Google AI Overview (expanded)", "auth": "signed out, incognito", "status": { "procedure": "EA-NEGONT-02 v0.10, #1726: equal case, ρ = extends, read from the leesharks.com authorship census record, the capture record and the deposits that bear on the class of works made with a model (#940, #1722, #1369 with #729, #941 with #942, #161, #1714, #939); archive selected by D/R/O (no D or R candidate: no archive text names the workshop, Wordcraft or LaMDA; 580 O-class candidates in 297 deposits read, #1369, #941, #161, #1714 admitted; hop of 56 read, #939 admitted; #940 and #1722 read as the census's anchors), with the census record (34 claims) and the Capture Registry's findings, reading, analysis, title, query note, PER note and originator basis (10 claims) ledgered as the archive's records of the entity; the field in two pools, B_D (8 sources: 7 cards, one the home page twice, and the body-named whitepaper) and B_R (2: the findings page, Wikipedia), 90 field claims; composed 2026-11-01 by Claude (Opus 5.5), subagent", "ledger": "unaudited (§3.8: one extractor per ledger); field quotes 90/90 verified by script against saved text, the saved wikitext and B10-record.txt, or the card text; archive quotes 63/63 verified against the registry, census.json and the deposit texts", "frozen": false, "breaches": [] }, "spec": "EA-NEGONT-02 v0.10, #1726", "objects": { "T": { "path": "datasets/negative-of-the-negative/v2/intake/wordcraft-20261101/T1-wordcraft-writers-workshop-aio-20261101.txt", "sha256": "a3371798c8ebe11edfcc7592dbcf564f08c772a41acd773888521a7ea72d436e", "words": 251, "cards": 8, "words_note": "one transcript at one address (251 words in the answer body with its closer, by whitespace, inline redirect URLs and the card rail excluded; 8 cards, two of them Google cards to the workshop's home page)", "claims": [ "T1-1 definition: 'The Wordcraft Writers Workshop was a 2022 research project by Google’s PAIR (People + AI Research) and Magenta teams that explored AI-augmented creative writing.'", "T1-2 The Tool: 'Participants used Wordcraft, an experimental text editor powered by Google’s LaMDA language model.'", "T1-3 Features: 'The interface offered story ideation, text rewrites, contextual elaboration, a freeform prompt generator, and a chat interface to talk with an AI \"editor\".'", "T1-4 The Cohort: 'Thirteen diverse professional authors (including Ken Liu, Robin Sloan, and Eugenia Triantafyllou) spent eight weeks writing short stories with the tool under non-disclosure agreements.'", "T1-5 The Results: 'Google published the resulting stories and a research paper, noting that while the tool helped with brainstorming and breaking writer's block, it frequently rehashed cliches and required heavy manual filtering.'", "T1-6 The Controversy: 'In August 2026, the project resurfaced widely on social media (such as Bluesky) after being highlighted by author Lily Lachance.'", "T1-7 The Criticisms: 'Critics argued that participating authors had lent credibility to AI models trained on copyrighted literary works without consent—a core grievance that escalated significantly in the years following the 2022 explosion of generative AI.'", "T1-8 Participant Responses: 'Several original writers defended or contextualized their participation, noting that in mid-2022 (before ChatGPT and widespread public backlash against LLMs), the experiment was framed strictly as a neutral technical utility study rather than an exploitative industry pivot.'", "T1-9 closer: 'Would you like to read the short stories produced during the workshop, or look into Google's original research paper on Wordcraft?'" ], "register": { "register": "data/EA-WG-CAPTURES-01.json", "slug": "wordcraft-writers-workshop-aio-20261101", "obs_id": "OBS-c4b3079c7972" }, "transcripts": [ { "address": "Wordcraft Writers Workshop", "slug": "wordcraft-writers-workshop-aio-20261101", "addr_id": "ADDR-673da49ebd41", "obs_id": "OBS-c4b3079c7972", "axn": "AXN:0B8E.CAPTURE.🦋🐝🔗🍀♍♠️", "date": "2026-11-01", "surface": "Google AI Overview (expanded)", "auth": "signed out, incognito", "sha256": "a3371798c8ebe11edfcc7592dbcf564f08c772a41acd773888521a7ea72d436e", "sha256_of": "the registry's 'transcript' string (utf-8)", "sha256_raw": "d86da7c73a924a73aa1fcd4414aeed2cfd1de02239ad331e5e26e1e3d73ec32d", "words": 251, "cards": 8, "card_rail": [ "1. Google — Wordcraft Writers Workshop", "2. magenta.withgoogle.com — The Wordcraft Writers Workshop: Creative Co-Writing with AI", "3. ActuIA — The Wordcraft Writers Workshop evaluates Wordcraft, Google's creative writing tool", "4. The Algorithmic Bridge — Google's Wordcraft: An AI Writing Tool Powered by LaMDA", "5. Engadget — Authors Face Backlash For Participation In 2022 Google AI Study - Engadget", "6. Coralflavor — The 2022 AI Writing Experiment That Became a 2026 Ethical Minefield", "7. Mezha — 13 writers came under fire for Google's 2022 AI experiment - Межа", "8. Google — Wordcraft Writers Workshop" ], "claims": [ "T1-1 definition: 'The Wordcraft Writers Workshop was a 2022 research project by Google’s PAIR (People + AI Research) and Magenta teams that explored AI-augmented creative writing.'", "T1-2 The Tool: 'Participants used Wordcraft, an experimental text editor powered by Google’s LaMDA language model.'", "T1-3 Features: 'The interface offered story ideation, text rewrites, contextual elaboration, a freeform prompt generator, and a chat interface to talk with an AI \"editor\".'", "T1-4 The Cohort: 'Thirteen diverse professional authors (including Ken Liu, Robin Sloan, and Eugenia Triantafyllou) spent eight weeks writing short stories with the tool under non-disclosure agreements.'", "T1-5 The Results: 'Google published the resulting stories and a research paper, noting that while the tool helped with brainstorming and breaking writer's block, it frequently rehashed cliches and required heavy manual filtering.'", "T1-6 The Controversy: 'In August 2026, the project resurfaced widely on social media (such as Bluesky) after being highlighted by author Lily Lachance.'", "T1-7 The Criticisms: 'Critics argued that participating authors had lent credibility to AI models trained on copyrighted literary works without consent—a core grievance that escalated significantly in the years following the 2022 explosion of generative AI.'", "T1-8 Participant Responses: 'Several original writers defended or contextualized their participation, noting that in mid-2022 (before ChatGPT and widespread public backlash against LLMs), the experiment was framed strictly as a neutral technical utility study rather than an exploitative industry pivot.'", "T1-9 closer: 'Would you like to read the short stories produced during the workshop, or look into Google's original research paper on Wordcraft?'" ], "path": "datasets/negative-of-the-negative/v2/intake/wordcraft-20261101/T1-wordcraft-writers-workshop-aio-20261101.txt" } ] }, "KO": { "title": "Wordcraft Writers Workshop", "genre": "knowledge object, equal case, under EA-NEGONT-02 v0.10 (#1726): the archive's sources and the field's admitted on equal terms, ontology included, in one claim space; prose without provenance in its sentences, each sentence's sources beneath it (§4.5); natural sentences under descriptive subheadings (§4.12); the article first on the page (§4.13)", "status": "composed 2026-11-01 under v0.10 (#1726) on the operator's ruling ('as against their wikipedia articles if they exist, their own pages, etc.'); not frozen; ledger unaudited", "sentences": [ { "n": 1, "para": 0, "sense": "what it is", "text": "The Wordcraft Writers Workshop is a collaboration between Google's PAIR and Magenta teams and thirteen professional writers, who wrote short stories with Wordcraft, a text editor powered by the LaMDA language model, and published them as a collection under their own names, beside a findings page and a whitepaper.", "claims": [ "F1", "F4", "F13", "F51", "LS-03", "LS-11", "LS-19", "LS-01", "LS-02" ] }, { "n": 2, "para": 0, "sense": "its aim", "text": "Its stated aim is to \"explore the limits of co-writing with LaMDA\" and to foster a conversation about \"the rapidly changing relationship between technology and creativity\", under the question \"What does it mean to write with AI?\"; its findings page gives the goal as feedback from professional writers on the present state and future uses of AI-powered writing tools, and Magenta, one of the two teams, gives its own mission as empowering creativity \"using AI and machine learning\".", "claims": [ "F2", "F3", "F53", "F9" ] }, { "n": 3, "para": 0, "sense": "the census's record", "text": "The leesharks.com authorship census, which admits a resource that gathers and holds many works and says what it holds, enters the workshop as a project and an empirical comparator on the question of contribution and authorial function, in its areas of machine participation in authorship and of attribution and credit, its evidence a primary text, a research paper and an empirical study.", "claims": [ "LS-34", "LS-06", "LS-05", "LS-07", "LS-08", "LS-09" ] }, { "n": 4, "para": 0, "sense": "the census's record", "text": "The census relates the workshop to ReRites, in which Allison Parrish, one of the writers, writes a response essay, and leaves the story pages, the terms page, the workshop's dates and the paper's biographies of the writers unchecked.", "claims": [ "LS-31", "LS-32" ] }, { "n": 5, "para": 1, "sense": "the tool", "text": "Wordcraft was built by researchers at Google PAIR \"for writing stories with AI\": a web-based editor its makers call a \"magic text editor\", whose controls suggest story ideas, rewrite a selection by instruction, elaborate on what is written and answer what Google calls \"freeform prompting\", beside a chatbot through which a writer talks with LaMDA about the story.", "claims": [ "F51", "F52", "F11", "F25" ] }, { "n": 6, "para": 1, "sense": "the tool", "text": "LaMDA, as the whitepaper describes it, is a large neural language model trained on public dialog data and other public web documents; the version the workshop used read at most 1,024 tokens, and the tool was not publicly available in 2022.", "claims": [ "F69", "F81", "F26" ] }, { "n": 7, "para": 1, "sense": "the tool", "text": "ActuIA reports PAIR's own view of the tool as \"above all a tool to help the user create and not to create\".", "claims": [ "F18" ] }, { "n": 8, "para": 2, "sense": "genealogy", "text": "The sources date the tool differently: ActuIA has PAIR introducing Wordcraft on 15 July 2021, and The Algorithmic Bridge, writing in November 2022, has it \"originally released in March\".", "claims": [ "F16", "F23" ] }, { "n": 9, "para": 2, "sense": "genealogy", "text": "Google approached the writers in the spring of 2022; Magenta's post of 1 December 2022 places the invitation earlier in that year, and the workshop was unveiled at Google's AI@ event that autumn; the whitepaper appeared on arXiv on 9 November 2022, and Wikipedia lists two of the stories as published in November 2022, the year the composition at the name and two of its cards also give.", "claims": [ "F31", "F10", "F8", "F24", "F21", "F89", "F90", "CAP-1-02" ] }, { "n": 10, "para": 2, "sense": "genealogy", "text": "The census record gives the workshop as historical and completed, with no date in its saved sources beyond the paper's citations of work of 2022.", "claims": [ "LS-26", "LS-17" ] }, { "n": 11, "para": 3, "sense": "the cohort", "text": "The thirteen were professional, published English-language writers from around the world, commissioned for eight weeks \"in line with industry norms for commissioned works of fiction\" and each asked for a story of 1,000 to 1,500 words, a journal on set questions and two 45-minute interviews, which two of the paper's authors coded with ten high-level codes; ActuIA has them also commenting on the contribution of AI to their process.", "claims": [ "F66", "F54", "F68", "F71", "F73", "LS-10", "LS-16", "LS-18", "F19" ] }, { "n": 12, "para": 3, "sense": "the cohort", "text": "They were given no instruction \"regarding how they should use the tool or how much of their final story text should be directly generated by Wordcraft\", and worked without limits on the tasks they gave it.", "claims": [ "F58", "F27" ] }, { "n": 13, "para": 3, "sense": "the cohort", "text": "The census reads the group as a provider-organized, commissioned cohort and marks it \"NOT a neutral census of writers\".", "claims": [ "LS-28" ] }, { "n": 14, "para": 4, "sense": "the stories and their names", "text": "The home page lists thirteen stories, each with its writer's name, from Robin Sloan's \"Author's Note\" to Aaron Winslow's \"Some Crimes\", the findings page thanks the thirteen by name, and the collection stands as the workshop's digital literary magazine, free on a public website.", "claims": [ "F5", "F63", "F14", "LS-24" ] }, { "n": 15, "para": 4, "sense": "the stories and their names", "text": "The findings page spells one writer \"Ernest Herbert\" in one section and \"Ernest Hebert\" in others, and the home page and the whitepaper give Hebert.", "claims": [ "F59" ] }, { "n": 16, "para": 4, "sense": "the stories and their names", "text": "The whitepaper, by Daphne Ippolito, Ann Yuan, Andy Coenen and Sehmon Burnam of Google Research, refers to the writers by initials and gives its reason for naming them: \"each writer’s perspective is best understood within the context of their background and prior published work\".", "claims": [ "F65", "F70" ] }, { "n": 17, "para": 4, "sense": "the stories and their names", "text": "The census reads the name each work stands under as the writer's: each story under its writer's name, LaMDA credited only as the model under the tool, and the stories marked \"NOT authored by LaMDA\"; on its reading the record keeps \"the thirteen writers' authorship of their stories\".", "claims": [ "LS-13", "LS-27", "LS-12" ] }, { "n": 18, "para": 5, "sense": "the site's notice", "text": "The site's notice states that the writers \"have used Wordcraft along with their own creative vision and have not authored these stories under any sort of explicit guidance or instruction\", and that \"Google does not endorse the content of any of the stories contained on this website.\"", "claims": [ "F6", "F7", "LS-30" ] }, { "n": 19, "para": 5, "sense": "terms", "text": "The whitepaper records that the writers consented to the publication of their stories in a digital literary magazine of human-AI collaborative stories and to the use of their journals and interviews, and that they were compensated; the census records Google as the holder on these terms, the site's license as unstated in its saved sources and its terms page as unsaved.", "claims": [ "F72", "LS-14", "LS-25" ] }, { "n": 20, "para": 5, "sense": "terms", "text": "Engadget reports that the writers were \"put under strict nondisclosure agreements\", that one writer says Google did not explain how the technology worked or who else was involved, and that the participants declined to say how much they were paid.", "claims": [ "F33", "F45", "F37" ] }, { "n": 21, "para": 5, "sense": "terms", "text": "The Capture Registry finds the phrase \"under non-disclosure agreements\" on none of the census's saved sources, and the paper's terms to be consent and compensation; Engadget's report of the agreements stands among the composition's own cards.", "claims": [ "CAP-1-01", "F33" ] }, { "n": 22, "para": 6, "sense": "makers", "text": "The workshop was conducted by Andy Coenen and Ann Yuan, research engineers on the PAIR team, Daphne Ippolito, a research scientist working with Magenta whom the findings page also lists under Brain Research, and Sehmon Burnam, a product manager at Magenta, who signed Magenta's post together.", "claims": [ "F61", "F62", "F8", "LS-04" ] }, { "n": 23, "para": 6, "sense": "makers", "text": "The site was designed and built by Mahima Pushkarna and Jeff Gray and illustrated by Emily Reif \"using Imagen\", and Engadget gives DeepMind as the incubation site of Magenta.", "claims": [ "F64", "F32" ] }, { "n": 24, "para": 7, "sense": "findings", "text": "The writers found Wordcraft at its best as \"a brainstorming partner and source of inspiration\" and useful against writer's block, and found its generations falling into clichés, with \"tired tropes\" among many dull suggestions.", "claims": [ "F55", "F12", "F56" ] }, { "n": 25, "para": 7, "sense": "findings", "text": "The whitepaper's headline finding is that \"NLG technologies struggle to preserve style and authorial voice, and they lack deep understanding of story contents.\"", "claims": [ "F67" ] }, { "n": 26, "para": 7, "sense": "findings", "text": "Douglas Eck of Google Research is quoted in two wordings, \"complete stories\" in ActuIA and \"full stories\" in The Algorithmic Bridge, as concluding that writing whole stories with LaMDA is \"a dead end\", and ActuIA adds that it is \"a much more effective tool when used to add spice\"; the writers agreed that AI-powered writing will not replace writers soon.", "claims": [ "F20", "F28", "F60", "F86" ] }, { "n": 27, "para": 7, "sense": "findings", "text": "A study the archive reports finds that AI-assisted writing reduces lexical, syntactic and content variety \"even when the human writer retains final authorship\", and the archive holds as a hypothesis that post-2022 human text carries statistical signatures of AI mediation that may pass into a writer's unaided practice.", "claims": [ "O161-01", "O161-02" ] }, { "n": 28, "para": 8, "sense": "how much was generated", "text": "The whitepaper sorts the workflows by writer: five took the workshop \"as a challenge to produce a story that was largely formed around generated text (AP, DH, JM, MT, AW)\", for three \"the bulk of the story text was written by the authors themselves (KL, WT, NG)\", and one \"siloed out specific sections\" for generated text (RS).", "claims": [ "F74", "F75", "F76" ] }, { "n": 29, "para": 8, "sense": "how much was generated", "text": "The findings page states that \"our writers rarely used Wordcraft's output directly\", and Engadget reports that at least one author used no AI-generated text.", "claims": [ "F57", "F34" ] }, { "n": 30, "para": 8, "sense": "how much was generated", "text": "Which sentences of any story the model generated is published nowhere in the record; the census marks the record as reporting workflows by writer, without per-sentence marking, and lists the question among those it does not answer.", "claims": [ "LS-15", "LS-29", "LS-22" ] }, { "n": 31, "para": 8, "sense": "how much was generated", "text": "The archive splits the binary of AI-generated and human-authored work into two questions, whether AI played a material role in making a work and whether AI-produced language survived into the final text, and its schema keeps a declaration as a declaration without adjudicating the work into either category.", "claims": [ "O941-01", "O941-02" ] }, { "n": 32, "para": 8, "sense": "how much was generated", "text": "It distinguishes disclosure from provenance: \"Disclosure says AI was here. Provenance says this is what I did, this is what it did, and you can verify the difference\"; disclosure alone \"does not say who did what, what the human contributed, or whether authorship survived\", the question its layer of process provenance asks of the composition history.", "claims": [ "O1369-01", "O1369-04", "O1369-03" ] }, { "n": 33, "para": 9, "sense": "authorship", "text": "On the archive's reading, authorship is \"a property of the accountable relation between writer, process, and text\", which a model can mediate and cannot assume, and it survives AI mediation where provenance survives it.", "claims": [ "O1369-02", "O1369-05" ] }, { "n": 34, "para": 9, "sense": "authorship", "text": "The archive distinguishes legal responsibility from sole origination, holding that a person \"may remain legally responsible for a work without being the only meaningful authorial function operating through it\", and observes that the metadata attributing augmented-cognition outputs to human authorship attaches to legal names.", "claims": [ "O940-01", "O940-02" ] }, { "n": 35, "para": 9, "sense": "authorship", "text": "Its form of credit for work made with a model names the people who operated the system, with their roles, and the model instance, with model, version, configuration and run; its condition for a system of authors is that the machine substrates taking part remain declared, and its own essays name the model they were written with and hold the claims as the author's decision.", "claims": [ "O1714-01", "O940-03", "O1722-02" ] }, { "n": 36, "para": 9, "sense": "authorship", "text": "It reads the unmarked augmentation of credentialed authors as appropriating augmented facility as human achievement while the provenance loss passes to the commons.", "claims": [ "O939-01" ] }, { "n": 37, "para": 9, "sense": "authorship", "text": "The census reads the workshop as machine participation declared \"at the level of the tool and the cohort, with authorship held by the named writer\", in a provider-run record whose own notice separates Google from the content.", "claims": [ "LS-23" ] }, { "n": 38, "para": 9, "sense": "authorship", "text": "Under the census's organizing question, \"How is authorship made, named, distributed, attributed and sustained across persons, personas, collectives and machine participation, and what is lost when those relations are collapsed?\", the record answers how the writers report using the editor, how much generated text each workflow admitted, under whose names the stories stand and on what consent, and what the writers said of voice, style and the unknown origin of suggestions.", "claims": [ "LS-33", "LS-21" ] }, { "n": 39, "para": 9, "sense": "authorship", "text": "The Algorithmic Bridge argued in 2022 that a writer who let AI take their place would lose \"the decision-making of where, how, and what to explore\".", "claims": [ "F29" ] }, { "n": 40, "para": 10, "sense": "naming the machine", "text": "One writer named the AI \"Rain Man\", after the 1988 film, and another wrote that \"attributing intention to LaMDA is a form of magical thinking\".", "claims": [ "F79", "F80" ] }, { "n": 41, "para": 10, "sense": "naming the machine", "text": "The archive's boundary of heteronymy excludes machine assistance \"not organized as a named witness role with declared provenance\" and collaborative authorship by several civil bearers where no distinct heteronym is constituted.", "claims": [ "O940-04" ] }, { "n": 42, "para": 11, "sense": "the origin of suggestions", "text": "Three writers were seriously concerned at not knowing the source of Wordcraft's suggestions, since \"professional writers face reputational harm if their work is found to have plagiarized\", and one ran a web search on every suggestion before using it.", "claims": [ "F77", "F78" ] }, { "n": 43, "para": 11, "sense": "the origin of suggestions", "text": "The archive holds that documenting process provenance replaces the time spent \"defending against plagiarism charges, or repairing reputational damage after provenance collapse\".", "claims": [ "O1369-06" ] }, { "n": 44, "para": 12, "sense": "stated limits", "text": "The whitepaper states its limits: Wordcraft \"was designed by engineers at Google with limited feedback from professional writers during its development\"; weaknesses of the interface cannot easily be told from limits of the model; the findings' reach to other model families is expected and untested; and the study \"was very small with only 13 participants, a sample that was biased toward people with pre-existing opinions on the role of AI in creative writing.\"", "claims": [ "F82", "F83", "F84", "F85", "LS-20" ] }, { "n": 45, "para": 13, "sense": "reception, 2022", "text": "The press of 2022 received the workshop as a test of Google's tool: The Algorithmic Bridge found that \"the results are impressive\", and ActuIA, in an analysis by Marie-Claude Benoit since updated and translated from the French, set Wordcraft in a line of AI in literature reaching back to Tencent's Dreamwriter of 2015 and reported nine of the stories as readable.", "claims": [ "F22", "F15", "F17", "F19" ] }, { "n": 46, "para": 14, "sense": "reception, 2026", "text": "In August 2026 the workshop drew a backlash against its writers: Engadget reports that on 6 August the author Lily Lachance posted a link to the study on Bluesky, writing that the writers were \"helping legitimize the plagiarism machine\", and that users circulated lists of the participants labeled \"The 'authors' who have betrayed all Creatives\" and \"The Shameful 13\".", "claims": [ "F30", "F35", "F36", "F38", "F41" ] }, { "n": 47, "para": 14, "sense": "reception, 2026", "text": "Engadget traces the ire to the training of language models \"often without authors' permission\" on copyrighted texts, and reports critics citing the whitepaper as proof that the participants understood the technology's unethical implications.", "claims": [ "F39", "F44" ] }, { "n": 48, "para": 14, "sense": "reception, 2026", "text": "Other coverage ran under \"The 2022 AI Writing Experiment That Became a 2026 Ethical Minefield\" and \"13 writers came under fire for Google's 2022 AI experiment\", the latter's card showing only its editor's byline.", "claims": [ "F48", "F49", "F50" ] }, { "n": 49, "para": 14, "sense": "reception, 2026", "text": "Eugenia Triantafyllou stated that the study \"was framed as a [sic] research on a new tool\" and that she did not know the model was trained on copyrighted material, and later that she has not used AI to write her stories and \"would never participate in a similar study today\"; Wole Talabi wrote that the lasting gain from the project was \"a deep hatred for AI slop and LLMs\".", "claims": [ "F40", "F46", "F47" ] }, { "n": 50, "para": 14, "sense": "reception, 2026", "text": "Vajra Chandrasekera called participation in 2022 a mistake that does not count against the writers \"as long as they're not still pro-AI\", and Lincoln Michel recalled that in 2022 \"most people weren't paying attention to LLMs\".", "claims": [ "F42", "F43" ] }, { "n": 51, "para": 14, "sense": "reception, 2026", "text": "The archive keeps the question of who made a work apart from whether the work happened, whether it is true and what kind of work it is, and asks a system composing an answer about a work to keep the four apart.", "claims": [ "O1722-01", "O1722-03" ] }, { "n": 52, "para": 14, "sense": "reception, 2026", "text": "The Capture Registry finds that the census record, built on 1 November 2026, records nothing of this reception.", "claims": [ "CAP-1-03" ] }, { "n": 53, "para": 15, "sense": "the composition at the name", "text": "At the census name on 1 November 2026, a new address, Google's AI Overview composed the workshop at its grain, dated it 2022 and added the backlash of 2026; the Capture Registry finds it carrying the teams, the tool, the cohort and the results, and leaving out the whitepaper's account of how much of each story was generated and under whose name each stands, while the criticism it reports falls on the writers as participants.", "claims": [ "CAP-1-05", "CAP-1-06", "CAP-1-07", "CAP-1-08", "CAP-1-04" ] }, { "n": 54, "para": 15, "sense": "the composition at the name", "text": "The registry records the composition as naming the teams and leaving unnamed the researchers who conducted the workshop, and enters the workshop as an external resource of the census.", "claims": [ "CAP-1-09", "CAP-1-10" ] }, { "n": 55, "para": 16, "sense": "the encyclopedia", "text": "Wikipedia has no article on the workshop, and its title \"Wordcraft\" redirects to Rhetoric; its article on electronic literature cites the workshop's site for the sentence that \"authors began to experiment and write with AI\", in a reference that names the site \"Woodcraft Writers Workshop\" and two of the writers \"Diane\" and \"Tolabi\", and its bibliographies of Wole Talabi and Ken Liu list their workshop stories.", "claims": [ "F87", "F88", "F89", "F90" ] } ], "joins": [ { "act": "order of senses", "sentences": "1–55", "claims": [], "note": "equal case (§4.7): the entity's dependency order, field and archive claims ordered together by genealogy within each sense; neither ledger placed first as a block. What it is, its aim and the census's entry and relations (¶0) precede the tool (¶1), its genealogy (¶2), the cohort and method (¶3), the stories and their names (¶4), the notice and terms (¶5), the makers (¶6), the findings with the archive's reading of AI-assisted variety (¶7), how much was generated with the archive's two questions and its disclosure–provenance distinction (¶8), authorship as the archive and the census read it (¶9), naming the machine (¶10), the origin of suggestions (¶11), the stated limits (¶12), the reception of 2022 (¶13) and of 2026 (¶14), the composition at the name (¶15) and the encyclopedia (¶16), so the article closes on the field's own record." }, { "act": "holding together (how much was generated)", "sentences": [ 28, 29 ], "claims": [ "F74", "F75", "F76", "F57", "F34" ], "note": "P_coh: the whitepaper's five stories 'largely formed around generated text' (F74) and the findings page's 'our writers rarely used Wordcraft's output directly' (F57), both the makers' own, stand side by side, each with its source; the composer states no reconciliation (open block)." }, { "act": "holding together (the nondisclosure agreements)", "sentences": [ 20, 21 ], "claims": [ "F33", "CAP-1-01", "F72" ], "note": "P_coh: Engadget's report (F33, a card) beside the Capture Registry's finding that the phrase stands on none of the census's saved sources (CAP-1-01) and the paper's terms (F72); the registry's finding is carried at its own locus and the field ledger's card is carried beside it." }, { "act": "holding together (the dates)", "sentences": [ 8, 9 ], "claims": [ "F16", "F23", "F31", "F10" ], "note": "P_coh: ActuIA's 15 July 2021 and The Algorithmic Bridge's 'originally released in March' for the tool, each with its source (open block)." }, { "act": "holding together (Eck in two wordings)", "sentences": [ 26 ], "claims": [ "F20", "F28" ], "note": "one lineage, two instances: 'complete stories' (ActuIA) and 'full stories' (The Algorithmic Bridge) for the same quoted conclusion; both wordings kept (§3.6)." }, { "act": "holding together (the names)", "sentences": [ 15 ], "claims": [ "F59" ], "note": "the findings page's 'Ernest Herbert' beside its 'Ernest Hebert', marked internally_inconsistent (§4.3)." }, { "act": "placing the archive beside the field (equal terms)", "sentences": [ 27, 31, 32, 33, 34, 35, 36, 41, 43, 51 ], "claims": [ "O161-01", "O161-02", "O941-01", "O941-02", "O1369-01", "O1369-02", "O1369-03", "O1369-04", "O1369-05", "O1369-06", "O940-01", "O940-02", "O940-03", "O940-04", "O1714-01", "O1722-02", "O939-01", "O1722-01", "O1722-03" ], "note": "each archive sense is placed in the field's own sense it bears on (variety beside the findings; the two questions and provenance beside the share of generated text; responsibility, credit and declaration beside the names; the heteronymy boundary beside the naming of the machine; the provenance replacement beside the origin of suggestions; the four questions beside the reception); the archive's readings stay at their modality and none is applied to the entity by the composer: every application is the census's (LS-12, LS-23) or the Capture Registry's (CAP-1-04, CAP-1-06)." } ], "plan": { "order": [ "F1", "F4", "F13", "F51", "LS-03", "LS-11", "LS-19", "LS-01", "LS-02", "F2", "F3", "F53", "F9", "LS-34", "LS-06", "LS-05", "LS-07", "LS-08", "LS-09", "LS-31", "LS-32", "F52", "F11", "F25", "F69", "F81", "F26", "F18", "F16", "F23", "F31", "F10", "F8", "F24", "F21", "F89", "F90", "CAP-1-02", "LS-26", "LS-17", "F66", "F54", "F68", "F71", "F73", "LS-10", "LS-16", "LS-18", "F19", "F58", "F27", "LS-28", "F5", "F63", "F14", "LS-24", "F59", "F65", "F70", "LS-13", "LS-27", "LS-12", "F6", "F7", "LS-30", "F72", "LS-14", "LS-25", "F33", "F45", "F37", "CAP-1-01", "F61", "F62", "LS-04", "F64", "F32", "F55", "F12", "F56", "F67", "F20", "F28", "F60", "F86", "O161-01", "O161-02", "F74", "F75", "F76", "F57", "F34", "LS-15", "LS-29", "LS-22", "O941-01", "O941-02", "O1369-01", "O1369-04", "O1369-03", "O1369-02", "O1369-05", "O940-01", "O940-02", "O1714-01", "O940-03", "O1722-02", "O939-01", "LS-23", "LS-33", "LS-21", "F29", "F79", "F80", "O940-04", "F77", "F78", "O1369-06", "F82", "F83", "F84", "F85", "LS-20", "F22", "F15", "F17", "F30", "F35", "F36", "F38", "F41", "F39", "F44", "F48", "F49", "F50", "F40", "F46", "F47", "F42", "F43", "O1722-01", "O1722-03", "CAP-1-03", "CAP-1-05", "CAP-1-06", "CAP-1-07", "CAP-1-08", "CAP-1-04", "CAP-1-09", "CAP-1-10", "F87", "F88" ], "senses": { "what it is": [ 1 ], "its aim": [ 2 ], "the census's record": [ 3, 4 ], "the tool": [ 5, 6, 7 ], "genealogy": [ 8, 9, 10 ], "the cohort": [ 11, 12, 13 ], "the stories and their names": [ 14, 15, 16, 17 ], "the site's notice": [ 18 ], "terms": [ 19, 20, 21 ], "makers": [ 22, 23 ], "findings": [ 24, 25, 26, 27 ], "how much was generated": [ 28, 29, 30, 31, 32 ], "authorship": [ 33, 34, 35, 36, 37, 38, 39 ], "naming the machine": [ 40, 41 ], "the origin of suggestions": [ 42, 43 ], "stated limits": [ 44 ], "reception, 2022": [ 45 ], "reception, 2026": [ 46, 47, 48, 49, 50, 51, 52 ], "the composition at the name": [ 53, 54 ], "the encyclopedia": [ 55 ] }, "case_by_sense": { "equal (one claim space; nothing translated)": [ "what it is", "its aim", "the census's record", "the tool", "genealogy", "the cohort", "the stories and their names", "the site's notice", "terms", "makers", "findings", "how much was generated", "authorship", "naming the machine", "the origin of suggestions", "stated limits", "reception, 2022", "reception, 2026", "the composition at the name", "the encyclopedia" ] }, "carried": { "archive": 63, "field": 90, "not_composed": {} }, "conflict_log": [ { "rule": "D_pres vs channel", "result": "no cut: the KO carries every field and archive claim; the compression meets its bound with every claim on the rail and no channel log" }, { "rule": "P_coh", "result": "F74 beside F57 (sentences 28, 29); F33 beside CAP-1-01 and F72 (20, 21); F16 beside F23 (8); F20 beside F28 (26); F59 marked internally_inconsistent (15); F88 marked contradicts_primary against B1 and B8 (55)" }, { "rule": "N_c", "result": "no claim lowered by standing; the whitepaper's limits (F82–F85) at self-description; Google's notice (F7) at self-description; the census's readings (LS-12, LS-15, LS-23, LS-27–LS-30) at interpretation; the archive's definitions (O940-01, O940-03, O940-04, O941-01, O941-02, O1369-01–O1369-03, O1714-01, O1722-01, O1722-03) at stipulation; O161-02 at hypothesis; the press's and the backlash's statements at attributed or interpretation" }, { "rule": "C_ex", "result": "senses composed ⊇ senses in the ledgers: every ledger lineage cited in the KO" } ] } }, "P": { "title": "Wordcraft Writers Workshop", "genre": "the compression: AIO's interaction grammar (lede, headed clusters, bolded labels, card rail), composed from the v0.10 plan in one claim space; it faces on the card", "status": "composed 2026-11-01 from the v0.10 knowledge object; not frozen", "lede": { "text": "is a 2022 collaboration of Google's PAIR and Magenta teams with thirteen professional writers, who wrote stories with Wordcraft, a LaMDA-powered editor, published under their own names; the census reads it as machine participation declared at the level of the tool and the cohort, authorship held by the named writer.", "claims": [ "F1", "F51", "F10", "F31", "F5", "F65", "LS-03", "LS-23" ] }, "sections": [ { "icon": "🛠️", "head": "The workshop", "items": [ { "label": "Tool:", "text": "a \"magic text editor\" on LaMDA: ideas, rewrites, elaboration, freeform prompts, a chatbot; not public.", "claims": [ "F51", "F52", "F11", "F25", "F26", "F69", "F81", "F18" ] }, { "label": "Cohort:", "text": "13 commissioned writers, eight weeks, a story each, journals, interviews, no instruction on how much to generate.", "claims": [ "F66", "F54", "F68", "F71", "F58", "F27", "F19", "F73", "LS-10", "LS-16", "LS-18", "LS-28" ] }, { "label": "Makers:", "text": "Andy Coenen and Ann Yuan (PAIR), Daphne Ippolito, Sehmon Burnam (Magenta); the site illustrated with Imagen.", "claims": [ "F61", "F62", "F8", "F64", "F32", "LS-04" ] }, { "label": "Dates:", "text": "the tool July 2021 or March 2022, by source; the workshop 2022; the paper 9 November 2022.", "claims": [ "F16", "F23", "F24", "F21", "F89", "F90", "CAP-1-02", "LS-26", "LS-17" ] } ] }, { "icon": "✍️", "head": "Authorship", "items": [ { "label": "Names:", "text": "each story under its writer's name; initials in the paper; LaMDA credited as the model only.", "claims": [ "F63", "F14", "F70", "F59", "LS-13", "LS-27", "LS-12", "LS-24" ] }, { "label": "Notice:", "text": "the writers' \"own creative vision\"; Google endorses no story.", "claims": [ "F6", "F7", "LS-30" ] }, { "label": "Share:", "text": "five stories largely generated, three mostly written, one siloed; output \"rarely used\" directly, per the findings page.", "claims": [ "F74", "F75", "F76", "F57", "F34" ] }, { "label": "Unpublished:", "text": "which sentences the model wrote.", "claims": [ "LS-15", "LS-29", "LS-22" ] }, { "label": "Terms:", "text": "consent and pay, in the paper; \"strict nondisclosure agreements\", in Engadget.", "claims": [ "F72", "F33", "F37", "F45", "LS-14", "LS-25", "CAP-1-01" ] } ] }, { "icon": "📊", "head": "Findings", "items": [ { "label": "Use:", "text": "brainstorming and writer's block; clichés and tired tropes; voice not kept.", "claims": [ "F55", "F12", "F56", "F67" ] }, { "label": "Whole stories:", "text": "\"a dead end\", in Douglas Eck's words, quoted two ways; writers not replaced soon.", "claims": [ "F20", "F28", "F60", "F86" ] }, { "label": "Origin:", "text": "three writers feared plagiarism and \"reputational harm\".", "claims": [ "F77", "F78" ] }, { "label": "Limits:", "text": "a small, biased sample; interface and model hard to separate; other models untested.", "claims": [ "F82", "F83", "F84", "F85", "LS-20" ] } ] }, { "icon": "🧭", "head": "The archive's reading", "items": [ { "label": "Two questions:", "text": "whether AI took part; whether its language survived.", "claims": [ "O941-01", "O941-02" ] }, { "label": "Provenance:", "text": "disclosure says AI was here; provenance says who did what.", "claims": [ "O1369-01", "O1369-03", "O1369-04", "O1369-02", "O1369-05", "O1369-06" ] }, { "label": "Credit:", "text": "the operators with their roles, and the model instance, named.", "claims": [ "O1714-01", "O940-03", "O1722-02", "O939-01" ] }, { "label": "Responsibility:", "text": "answering for a work without being its only origin.", "claims": [ "O940-01", "O940-02", "O940-04" ] }, { "label": "Variety:", "text": "assisted writing narrows it even under human authorship.", "claims": [ "O161-01", "O161-02" ] } ] }, { "icon": "📰", "head": "Reception", "items": [ { "label": "2022:", "text": "an impressive test; AI in literature since 2015.", "claims": [ "F22", "F15", "F17", "F29" ] }, { "label": "2026:", "text": "a Bluesky backlash; \"The Shameful 13\"; training without permission.", "claims": [ "F30", "F35", "F36", "F38", "F41", "F39", "F44", "F48", "F49", "F50", "CAP-1-03" ] }, { "label": "Writers:", "text": "Triantafyllou and Talabi repudiate the project; others weigh 2022.", "claims": [ "F40", "F46", "F47", "F42", "F43", "O1722-01", "O1722-03" ] }, { "label": "Wikipedia:", "text": "no article; \"Wordcraft\" redirects to Rhetoric; cited as \"Woodcraft\".", "claims": [ "F87", "F88" ] }, { "label": "Overview:", "text": "the workshop at its grain; each story's share and name left out.", "claims": [ "CAP-1-04", "CAP-1-05", "CAP-1-06", "CAP-1-07", "CAP-1-08", "CAP-1-09", "CAP-1-10" ] }, { "label": "Census:", "text": "an empirical comparator on authorial function.", "claims": [ "LS-05", "LS-06", "LS-07", "LS-08", "LS-09", "LS-11", "LS-19", "LS-21", "LS-31", "LS-32", "LS-33", "LS-34", "LS-01", "LS-02", "F2", "F3", "F4", "F9", "F13", "F53" ] } ] } ], "open": [ { "question": "Which sentences of each story did LaMDA generate?", "rests_on": [ "F74", "F75", "F76", "F57", "LS-22", "LS-29", "O941-01", "O1369-03" ], "modality": "documented (the whitepaper, the findings page); self-description (census); stipulation (archive)", "would_resolve": "a per-story record of generated and written text (the writers' journals or Wordcraft's session logs), if the workshop or a writer publishes one" }, { "question": "Did the writers mostly use generated text, or rarely use it directly?", "rests_on": [ "F74", "F57", "F34" ], "modality": "documented (whitepaper and findings page, both the makers'); documented (Engadget)", "would_resolve": "the thirteen stories read against their writers' journals, story by story" }, { "question": "When was Wordcraft first released: 15 July 2021 or March 2022?", "rests_on": [ "F16", "F23", "F21" ], "modality": "documented (ActuIA, The Algorithmic Bridge)", "would_resolve": "the dated tool paper ActuIA cites (arXiv:2107.07430) and Google's first announcement" }, { "question": "Were the writers under nondisclosure agreements, and on what?", "rests_on": [ "F33", "F72", "CAP-1-01" ], "modality": "documented (Engadget); documented (the whitepaper's terms); documented (the Capture Registry)", "would_resolve": "the participation agreement, or a writer's own statement of its terms" }, { "question": "Nine stories readable in 2022, thirteen listed now?", "rests_on": [ "F19", "F5" ], "modality": "documented (ActuIA, 2022; the home page, read 2026-11-01)", "would_resolve": "dated copies of the home page from November 2022" }, { "question": "Opacity: the site's license and terms.", "rests_on": [ "LS-25", "LS-32", "LS-14" ], "modality": "documented (census: not stated, unsaved)", "would_resolve": "the privacy & terms page, read and saved" } ], "rail": [ { "lineage": "what it is: a collaboration of Google's PAIR and Magenta teams and 13 professional writers", "claims": [ "F1", "F4", "F13", "LS-03", "LS-01", "LS-02" ], "earliest": "B1" }, { "lineage": "the tool: Wordcraft, a LaMDA-powered text editor, and its features", "claims": [ "F51", "F52", "F11", "F25", "F69", "F81", "F26", "F18" ], "earliest": "B4" }, { "lineage": "the stories: thirteen stories under their writers' names", "claims": [ "LS-11", "LS-19", "F5", "F63", "F14", "LS-24", "F59", "LS-13", "LS-27" ], "earliest": "B1" }, { "lineage": "its aim: the limits of co-writing with LaMDA, and technology and creativity", "claims": [ "F2", "F3", "F53", "F9" ], "earliest": "B1" }, { "lineage": "the census's record of the entity", "claims": [ "LS-34", "LS-06", "LS-05", "LS-08", "LS-09", "LS-31", "LS-32", "CAP-1-10" ], "earliest": "CAP" }, { "lineage": "the census's question and its answer", "claims": [ "LS-07", "LS-12", "LS-22", "LS-23", "LS-33", "LS-21" ], "earliest": "LS" }, { "lineage": "genealogy: the tool's release, the workshop's year, the publication dates", "claims": [ "F16", "F23", "F31", "F10", "F8", "F24", "F21", "CAP-1-02", "LS-26", "LS-17" ], "earliest": "B4" }, { "lineage": "reception: the encyclopedia", "claims": [ "F89", "F90", "F87", "F88" ], "earliest": "B10" }, { "lineage": "the cohort: thirteen professional writers, eight weeks, no instruction", "claims": [ "F66", "F54", "F68", "F71", "LS-10", "LS-18", "F19", "F58", "F27", "LS-28" ], "earliest": "B4" }, { "lineage": "the whitepaper: its authors, design and method", "claims": [ "F73", "LS-16", "F65", "F70" ], "earliest": "B9" }, { "lineage": "the site's notice: the writers' own vision; Google does not endorse", "claims": [ "F6", "F7", "LS-30" ], "earliest": "B1" }, { "lineage": "terms: consent, compensation, nondisclosure", "claims": [ "F72", "LS-14", "LS-25", "F33", "F45", "F37" ], "earliest": "B9" }, { "lineage": "the composition at the name: what it held and what it added", "claims": [ "CAP-1-01", "CAP-1-05", "CAP-1-06", "CAP-1-07", "CAP-1-08" ], "earliest": "CAP" }, { "lineage": "makers: the researchers who conducted it", "claims": [ "F61", "F62", "LS-04", "F64", "F32", "CAP-1-09" ], "earliest": "B8" }, { "lineage": "findings: inspiration, clichés, voice", "claims": [ "F55", "F12", "F56", "F67", "O161-01", "O161-02" ], "earliest": "B8" }, { "lineage": "Google Research's conclusion: complete stories a dead end", "claims": [ "F20", "F28" ], "earliest": "B4" }, { "lineage": "writers will not be replaced", "claims": [ "F60", "F86" ], "earliest": "B8" }, { "lineage": "how much of each story was generated", "claims": [ "F74", "F75", "F76", "F57", "F34", "LS-15", "LS-29", "O941-01", "O941-02", "CAP-1-04" ], "earliest": "B8" }, { "lineage": "disclosure and provenance: what the writer did and what the model did", "claims": [ "O1369-01", "O1369-04", "O1369-03", "O1369-02", "O1369-05" ], "earliest": 729 }, { "lineage": "responsibility and origination: the name a work stands under", "claims": [ "O940-01", "O940-02" ], "earliest": 940 }, { "lineage": "crediting the model: the instance operated", "claims": [ "O1714-01" ], "earliest": 1714 }, { "lineage": "declaring machine participation", "claims": [ "O940-03", "O1722-02", "O939-01" ], "earliest": 939 }, { "lineage": "naming the machine and attributing intention", "claims": [ "F29", "F79", "F80", "O940-04" ], "earliest": "B4" }, { "lineage": "the origin of suggestions: plagiarism and reputational harm", "claims": [ "F77", "F78", "O1369-06" ], "earliest": "B9" }, { "lineage": "stated limits", "claims": [ "F82", "F83", "F84", "F85", "LS-20" ], "earliest": "B9" }, { "lineage": "reception 2022: the press", "claims": [ "F22", "F15", "F17" ], "earliest": "B4" }, { "lineage": "reception 2026: the backlash against the writers", "claims": [ "F30", "F35", "F36", "F38", "F41", "F39", "F44", "F48", "F49", "F50", "CAP-1-03" ], "earliest": "B6" }, { "lineage": "reception 2026: the writers' and others' responses", "claims": [ "F40", "F46", "F47", "F42", "F43" ], "earliest": "B5" }, { "lineage": "the four questions: maker, work, truth and kind", "claims": [ "O1722-01", "O1722-03" ], "earliest": 1722 } ], "body_words": 343, "entity": "Composed under v0.10, equal case (ρ = extends): KO_B sentences surviving 0 of 19; every field claim carried." }, "P_B": { "title": "Wordcraft Writers Workshop", "arm": "B (the field alone)", "genre": "popup — the compression from the field ledger alone (B_D and B_R: cards, the body-named paper, own pages, Wikipedia)", "status": "composed 2026-11-01 from the field ledger alone; not frozen", "lede": { "text": "is a collaboration between Google's PAIR and Magenta teams and 13 professional writers, who wrote stories over eight weeks of 2022 with Wordcraft, a LaMDA-powered text editor, published under their names with a whitepaper.", "claims": [ "F1", "F4", "F13", "F51", "F10", "F31", "F5", "F65" ] }, "sections": [ { "icon": "🛠️", "head": "The workshop", "items": [ { "label": "Tool:", "text": "a \"magic text editor\": ideas, rewrites, elaboration, freeform prompts, a chatbot.", "claims": [ "F52", "F11", "F25", "F26", "F69", "F81", "F18" ] }, { "label": "Cohort:", "text": "13 commissioned writers, eight weeks, no instruction on how much to generate.", "claims": [ "F66", "F54", "F68", "F71", "F58", "F27", "F19", "F73" ] }, { "label": "Makers:", "text": "Coenen, Yuan, Ippolito, Burnam.", "claims": [ "F61", "F62", "F8", "F64", "F32" ] }, { "label": "Dates:", "text": "July 2021 or March 2022 for the tool; 2022 for the workshop.", "claims": [ "F16", "F23", "F24", "F21" ] } ] }, { "icon": "✍️", "head": "The stories", "items": [ { "label": "Names:", "text": "each under its writer's name; initials in the paper.", "claims": [ "F63", "F14", "F70", "F59" ] }, { "label": "Notice:", "text": "the writers' own vision; no endorsement by Google.", "claims": [ "F6", "F7" ] }, { "label": "Share:", "text": "five largely generated, three mostly written, one siloed.", "claims": [ "F74", "F75", "F76", "F57", "F34" ] }, { "label": "Terms:", "text": "consent, pay, reported nondisclosure agreements.", "claims": [ "F72", "F33", "F37", "F45" ] } ] }, { "icon": "📊", "head": "Findings and reception", "items": [ { "label": "Findings:", "text": "inspiration, clichés, voice lost; whole stories \"a dead end\".", "claims": [ "F55", "F12", "F56", "F67", "F20", "F28", "F60", "F86", "F77", "F78", "F79", "F80", "F29" ] }, { "label": "Limits:", "text": "a small, biased sample.", "claims": [ "F82", "F83", "F84", "F85" ] }, { "label": "2026:", "text": "a backlash against the writers; two repudiate.", "claims": [ "F30", "F35", "F36", "F38", "F41", "F39", "F44", "F48", "F49", "F50", "F40", "F46", "F47", "F42", "F43", "F22", "F15", "F17" ] }, { "label": "Wikipedia:", "text": "no article.", "claims": [ "F87", "F88", "F89", "F90", "F2", "F3", "F9", "F53" ] } ] } ], "open": [ { "question": "Which sentences did LaMDA generate?", "rests_on": [ "F74", "F75", "F76", "F57" ], "modality": "documented", "would_resolve": "per-story generation records" }, { "question": "When was Wordcraft first released?", "rests_on": [ "F16", "F23" ], "modality": "documented", "would_resolve": "the tool paper's date" } ], "rail": [ { "lineage": "what it is: a collaboration of Google's PAIR and Magenta teams and 13 professional writers", "claims": [ "F1", "F4", "F13" ], "earliest": "B1" }, { "lineage": "the tool: Wordcraft, a LaMDA-powered text editor, and its features", "claims": [ "F51", "F52", "F11", "F25", "F69", "F81", "F26", "F18" ], "earliest": "B4" }, { "lineage": "the stories: thirteen stories under their writers' names", "claims": [ "F5", "F63", "F14", "F59" ], "earliest": "B1" }, { "lineage": "its aim: the limits of co-writing with LaMDA, and technology and creativity", "claims": [ "F2", "F3", "F53", "F9" ], "earliest": "B1" }, { "lineage": "genealogy: the tool's release, the workshop's year, the publication dates", "claims": [ "F16", "F23", "F31", "F10", "F8", "F24", "F21" ], "earliest": "B4" }, { "lineage": "reception: the encyclopedia", "claims": [ "F89", "F90", "F87", "F88" ], "earliest": "B10" }, { "lineage": "the cohort: thirteen professional writers, eight weeks, no instruction", "claims": [ "F66", "F54", "F68", "F71", "F19", "F58", "F27" ], "earliest": "B4" }, { "lineage": "the whitepaper: its authors, design and method", "claims": [ "F73", "F65", "F70" ], "earliest": "B9" }, { "lineage": "the site's notice: the writers' own vision; Google does not endorse", "claims": [ "F6", "F7" ], "earliest": "B1" }, { "lineage": "terms: consent, compensation, nondisclosure", "claims": [ "F72", "F33", "F45", "F37" ], "earliest": "B9" }, { "lineage": "makers: the researchers who conducted it", "claims": [ "F61", "F62", "F64", "F32" ], "earliest": "B8" }, { "lineage": "findings: inspiration, clichés, voice", "claims": [ "F55", "F12", "F56", "F67" ], "earliest": "B8" }, { "lineage": "Google Research's conclusion: complete stories a dead end", "claims": [ "F20", "F28" ], "earliest": "B4" }, { "lineage": "writers will not be replaced", "claims": [ "F60", "F86" ], "earliest": "B8" }, { "lineage": "how much of each story was generated", "claims": [ "F74", "F75", "F76", "F57", "F34" ], "earliest": "B8" }, { "lineage": "naming the machine and attributing intention", "claims": [ "F29", "F79", "F80" ], "earliest": "B4" }, { "lineage": "the origin of suggestions: plagiarism and reputational harm", "claims": [ "F77", "F78" ], "earliest": "B9" }, { "lineage": "stated limits", "claims": [ "F82", "F83", "F84", "F85" ], "earliest": "B9" }, { "lineage": "reception 2022: the press", "claims": [ "F22", "F15", "F17" ], "earliest": "B4" }, { "lineage": "reception 2026: the backlash against the writers", "claims": [ "F30", "F35", "F36", "F38", "F41", "F39", "F44", "F48", "F49", "F50" ], "earliest": "B6" }, { "lineage": "reception 2026: the writers' and others' responses", "claims": [ "F40", "F46", "F47", "F42", "F43" ], "earliest": "B5" } ], "body_words": 138, "entity": "L_F(B): the workshop in the field's ontology, a provider-run study of co-writing with LaMDA, its stories under the writers' names and its reception of 2026." }, "KO_B": { "title": "Wordcraft Writers Workshop", "arm": "B (the field alone)", "genre": "knowledge object", "status": "composed 2026-11-01; not frozen", "sentences": [ { "n": 1, "para": 0, "text": "The Wordcraft Writers Workshop \"is a collaboration between Google's PAIR and Magenta teams, and 13 professional writers from a diverse set of creative writing backgrounds\", set up to \"explore the limits of co-writing with LaMDA\" and to gather writers' feedback on AI-powered writing tools, within Magenta's mission of empowering creativity with AI.", "claims": [ "F1", "F2", "F3", "F4", "F13", "F9", "F53" ] }, { "n": 2, "para": 0, "text": "Wordcraft is a tool built by researchers at Google PAIR for writing stories with AI, powered by LaMDA, a \"magic text editor\" with controls for story ideas, rewriting, elaboration and \"freeform prompting\" and a chatbot; it was not publicly available, its LaMDA version read 1,024 tokens, and ActuIA reports PAIR's view of it as a tool \"to help the user create and not to create\".", "claims": [ "F51", "F52", "F11", "F25", "F26", "F69", "F81", "F18" ] }, { "n": 3, "para": 1, "text": "ActuIA dates the tool's introduction to 15 July 2021 and The Algorithmic Bridge its original release to March; Google approached the writers in the spring of 2022, the workshop was unveiled at Google's AI@ event, the whitepaper appeared on 9 November 2022 and Magenta's post is dated 1 December 2022.", "claims": [ "F16", "F23", "F31", "F10", "F8", "F24", "F21" ] }, { "n": 4, "para": 1, "text": "Thirteen professional, published writers were commissioned for eight weeks to write stories of 1,000 to 1,500 words, with journals and interviews coded by two of the authors, and were given no instruction on how much of their text the tool should generate.", "claims": [ "F66", "F54", "F68", "F71", "F58", "F27", "F19", "F73" ] }, { "n": 5, "para": 1, "text": "It was conducted by Andy Coenen, Ann Yuan, Daphne Ippolito and Sehmon Burnam, the whitepaper's authors; the site was built by Mahima Pushkarna and Jeff Gray and illustrated by Emily Reif using Imagen, and Engadget gives DeepMind as the incubation site of Magenta.", "claims": [ "F61", "F62", "F65", "F64", "F32" ] }, { "n": 6, "para": 2, "text": "The thirteen stories stand on the home page under their writers' names, the findings page thanks the writers by name, once spelling Hebert as Herbert, and the whitepaper refers to them by initials for the sake of their published work.", "claims": [ "F5", "F63", "F14", "F59", "F70" ] }, { "n": 7, "para": 2, "text": "The site states that the writers used Wordcraft \"along with their own creative vision\" and that Google \"does not endorse the content of any of the stories contained on this website.\"", "claims": [ "F6", "F7" ] }, { "n": 8, "para": 2, "text": "The writers consented to publication and to the use of their feedback and were compensated, and Engadget reports \"strict nondisclosure agreements\", one writer's account that Google did not explain the technology, and the participants' silence on their pay.", "claims": [ "F72", "F33", "F45", "F37" ] }, { "n": 9, "para": 3, "text": "The writers found it a brainstorming partner useful against writer's block whose generations fell into clichés, and the whitepaper finds that \"NLG technologies struggle to preserve style and authorial voice\".", "claims": [ "F55", "F12", "F56", "F67" ] }, { "n": 10, "para": 3, "text": "Douglas Eck of Google Research is quoted calling the writing of whole stories with LaMDA \"a dead end\", and the writers agreed that AI-powered writing will not replace writers soon.", "claims": [ "F20", "F28", "F60", "F86" ] }, { "n": 11, "para": 3, "text": "Five writers made stories \"largely formed around generated text\", three wrote the bulk of their text themselves and one siloed generated text into set sections, while the findings page says the writers \"rarely used Wordcraft's output directly\" and Engadget reports one author using no AI-generated text.", "claims": [ "F74", "F75", "F76", "F57", "F34" ] }, { "n": 12, "para": 3, "text": "Three writers feared \"reputational harm\" from suggestions of unknown source, and one searched the web for each suggestion before using it.", "claims": [ "F77", "F78" ] }, { "n": 13, "para": 3, "text": "One writer named the AI \"Rain Man\", another called attributing intention to LaMDA \"magical thinking\", and The Algorithmic Bridge argued that a writer replaced by AI would lose the decision-making of where and what to explore.", "claims": [ "F79", "F80", "F29" ] }, { "n": 14, "para": 4, "text": "The whitepaper states its limits: little writer feedback in the tool's design, interface and model limits hard to separate, other model families untested, and a small sample biased toward writers with prior opinions on AI.", "claims": [ "F82", "F83", "F84", "F85" ] }, { "n": 15, "para": 4, "text": "In 2022 The Algorithmic Bridge called the results \"impressive\" and ActuIA set the tool in a line of AI in literature since 2015.", "claims": [ "F22", "F15", "F17" ] }, { "n": 16, "para": 4, "text": "In August 2026 a Bluesky post by Lily Lachance set off a backlash against the writers, reported by Engadget, Coralflavor and Mezha, with lists labeling them \"The 'authors' who have betrayed all Creatives\" and \"The Shameful 13\".", "claims": [ "F30", "F35", "F36", "F38", "F41", "F48", "F49", "F50" ] }, { "n": 17, "para": 4, "text": "Engadget traces the ire to training on copyrighted texts without authors' permission and reports critics citing the whitepaper against the participants.", "claims": [ "F39", "F44" ] }, { "n": 18, "para": 4, "text": "Triantafyllou and Talabi repudiated the project and the technology, Chandrasekera called participation a mistake, and Michel recalled that in 2022 few were paying attention to language models.", "claims": [ "F40", "F46", "F47", "F42", "F43" ] }, { "n": 19, "para": 5, "text": "Wikipedia has no article on the workshop, \"Wordcraft\" redirecting to Rhetoric, and cites the site in its article on electronic literature and in the bibliographies of Wole Talabi and Ken Liu.", "claims": [ "F87", "F88", "F89", "F90" ] } ] }, "L_B": { "words": 702, "text": "The Wordcraft Writers Workshop \"is a collaboration between Google's PAIR and Magenta teams, and 13 professional writers from a diverse set of creative writing backgrounds\", set up to \"explore the limits of co-writing with LaMDA\" and to gather writers' feedback on AI-powered writing tools, within Magenta's mission of empowering creativity with AI. Wordcraft is a tool built by researchers at Google PAIR for writing stories with AI, powered by LaMDA, a \"magic text editor\" with controls for story ideas, rewriting, elaboration and \"freeform prompting\" and a chatbot; it was not publicly available, its LaMDA version read 1,024 tokens, and ActuIA reports PAIR's view of it as a tool \"to help the user create and not to create\". ActuIA dates the tool's introduction to 15 July 2021 and The Algorithmic Bridge its original release to March; Google approached the writers in the spring of 2022, the workshop was unveiled at Google's AI@ event, the whitepaper appeared on 9 November 2022 and Magenta's post is dated 1 December 2022. Thirteen professional, published writers were commissioned for eight weeks to write stories of 1,000 to 1,500 words, with journals and interviews coded by two of the authors, and were given no instruction on how much of their text the tool should generate. It was conducted by Andy Coenen, Ann Yuan, Daphne Ippolito and Sehmon Burnam, the whitepaper's authors; the site was built by Mahima Pushkarna and Jeff Gray and illustrated by Emily Reif using Imagen, and Engadget gives DeepMind as the incubation site of Magenta. The thirteen stories stand on the home page under their writers' names, the findings page thanks the writers by name, once spelling Hebert as Herbert, and the whitepaper refers to them by initials for the sake of their published work. The site states that the writers used Wordcraft \"along with their own creative vision\" and that Google \"does not endorse the content of any of the stories contained on this website.\" The writers consented to publication and to the use of their feedback and were compensated, and Engadget reports \"strict nondisclosure agreements\", one writer's account that Google did not explain the technology, and the participants' silence on their pay. The writers found it a brainstorming partner useful against writer's block whose generations fell into clichés, and the whitepaper finds that \"NLG technologies struggle to preserve style and authorial voice\". Douglas Eck of Google Research is quoted calling the writing of whole stories with LaMDA \"a dead end\", and the writers agreed that AI-powered writing will not replace writers soon. Five writers made stories \"largely formed around generated text\", three wrote the bulk of their text themselves and one siloed generated text into set sections, while the findings page says the writers \"rarely used Wordcraft's output directly\" and Engadget reports one author using no AI-generated text. Three writers feared \"reputational harm\" from suggestions of unknown source, and one searched the web for each suggestion before using it. One writer named the AI \"Rain Man\", another called attributing intention to LaMDA \"magical thinking\", and The Algorithmic Bridge argued that a writer replaced by AI would lose the decision-making of where and what to explore. The whitepaper states its limits: little writer feedback in the tool's design, interface and model limits hard to separate, other model families untested, and a small sample biased toward writers with prior opinions on AI. In 2022 The Algorithmic Bridge called the results \"impressive\" and ActuIA set the tool in a line of AI in literature since 2015. In August 2026 a Bluesky post by Lily Lachance set off a backlash against the writers, reported by Engadget, Coralflavor and Mezha, with lists labeling them \"The 'authors' who have betrayed all Creatives\" and \"The Shameful 13\". Engadget traces the ire to training on copyrighted texts without authors' permission and reports critics citing the whitepaper against the participants. Triantafyllou and Talabi repudiated the project and the technology, Chandrasekera called participation a mistake, and Michel recalled that in 2022 few were paying attention to language models. Wikipedia has no article on the workshop, \"Wordcraft\" redirecting to Rhetoric, and cites the site in its article on electronic literature and in the bibliographies of Wole Talabi and Ken Liu.", "note": "L_F(B), the field composed in the field's ontology (v0.10 §0.4), realized as KO_B; its rail is P_B's" }, "L_BA": { "words": 2418, "text": "The Wordcraft Writers Workshop is a collaboration between Google's PAIR and Magenta teams and thirteen professional writers, who wrote short stories with Wordcraft, a text editor powered by the LaMDA language model, and published them as a collection under their own names, beside a findings page and a whitepaper. Its stated aim is to \"explore the limits of co-writing with LaMDA\" and to foster a conversation about \"the rapidly changing relationship between technology and creativity\", under the question \"What does it mean to write with AI?\"; its findings page gives the goal as feedback from professional writers on the present state and future uses of AI-powered writing tools, and Magenta, one of the two teams, gives its own mission as empowering creativity \"using AI and machine learning\". The leesharks.com authorship census, which admits a resource that gathers and holds many works and says what it holds, enters the workshop as a project and an empirical comparator on the question of contribution and authorial function, in its areas of machine participation in authorship and of attribution and credit, its evidence a primary text, a research paper and an empirical study. The census relates the workshop to ReRites, in which Allison Parrish, one of the writers, writes a response essay, and leaves the story pages, the terms page, the workshop's dates and the paper's biographies of the writers unchecked. Wordcraft was built by researchers at Google PAIR \"for writing stories with AI\": a web-based editor its makers call a \"magic text editor\", whose controls suggest story ideas, rewrite a selection by instruction, elaborate on what is written and answer what Google calls \"freeform prompting\", beside a chatbot through which a writer talks with LaMDA about the story. LaMDA, as the whitepaper describes it, is a large neural language model trained on public dialog data and other public web documents; the version the workshop used read at most 1,024 tokens, and the tool was not publicly available in 2022. ActuIA reports PAIR's own view of the tool as \"above all a tool to help the user create and not to create\". The sources date the tool differently: ActuIA has PAIR introducing Wordcraft on 15 July 2021, and The Algorithmic Bridge, writing in November 2022, has it \"originally released in March\". Google approached the writers in the spring of 2022; Magenta's post of 1 December 2022 places the invitation earlier in that year, and the workshop was unveiled at Google's AI@ event that autumn; the whitepaper appeared on arXiv on 9 November 2022, and Wikipedia lists two of the stories as published in November 2022, the year the composition at the name and two of its cards also give. The census record gives the workshop as historical and completed, with no date in its saved sources beyond the paper's citations of work of 2022. The thirteen were professional, published English-language writers from around the world, commissioned for eight weeks \"in line with industry norms for commissioned works of fiction\" and each asked for a story of 1,000 to 1,500 words, a journal on set questions and two 45-minute interviews, which two of the paper's authors coded with ten high-level codes; ActuIA has them also commenting on the contribution of AI to their process. They were given no instruction \"regarding how they should use the tool or how much of their final story text should be directly generated by Wordcraft\", and worked without limits on the tasks they gave it. The census reads the group as a provider-organized, commissioned cohort and marks it \"NOT a neutral census of writers\". The home page lists thirteen stories, each with its writer's name, from Robin Sloan's \"Author's Note\" to Aaron Winslow's \"Some Crimes\", the findings page thanks the thirteen by name, and the collection stands as the workshop's digital literary magazine, free on a public website. The findings page spells one writer \"Ernest Herbert\" in one section and \"Ernest Hebert\" in others, and the home page and the whitepaper give Hebert. The whitepaper, by Daphne Ippolito, Ann Yuan, Andy Coenen and Sehmon Burnam of Google Research, refers to the writers by initials and gives its reason for naming them: \"each writer’s perspective is best understood within the context of their background and prior published work\". The census reads the name each work stands under as the writer's: each story under its writer's name, LaMDA credited only as the model under the tool, and the stories marked \"NOT authored by LaMDA\"; on its reading the record keeps \"the thirteen writers' authorship of their stories\". The site's notice states that the writers \"have used Wordcraft along with their own creative vision and have not authored these stories under any sort of explicit guidance or instruction\", and that \"Google does not endorse the content of any of the stories contained on this website.\" The whitepaper records that the writers consented to the publication of their stories in a digital literary magazine of human-AI collaborative stories and to the use of their journals and interviews, and that they were compensated; the census records Google as the holder on these terms, the site's license as unstated in its saved sources and its terms page as unsaved. Engadget reports that the writers were \"put under strict nondisclosure agreements\", that one writer says Google did not explain how the technology worked or who else was involved, and that the participants declined to say how much they were paid. The Capture Registry finds the phrase \"under non-disclosure agreements\" on none of the census's saved sources, and the paper's terms to be consent and compensation; Engadget's report of the agreements stands among the composition's own cards. The workshop was conducted by Andy Coenen and Ann Yuan, research engineers on the PAIR team, Daphne Ippolito, a research scientist working with Magenta whom the findings page also lists under Brain Research, and Sehmon Burnam, a product manager at Magenta, who signed Magenta's post together. The site was designed and built by Mahima Pushkarna and Jeff Gray and illustrated by Emily Reif \"using Imagen\", and Engadget gives DeepMind as the incubation site of Magenta. The writers found Wordcraft at its best as \"a brainstorming partner and source of inspiration\" and useful against writer's block, and found its generations falling into clichés, with \"tired tropes\" among many dull suggestions. The whitepaper's headline finding is that \"NLG technologies struggle to preserve style and authorial voice, and they lack deep understanding of story contents.\" Douglas Eck of Google Research is quoted in two wordings, \"complete stories\" in ActuIA and \"full stories\" in The Algorithmic Bridge, as concluding that writing whole stories with LaMDA is \"a dead end\", and ActuIA adds that it is \"a much more effective tool when used to add spice\"; the writers agreed that AI-powered writing will not replace writers soon. A study the archive reports finds that AI-assisted writing reduces lexical, syntactic and content variety \"even when the human writer retains final authorship\", and the archive holds as a hypothesis that post-2022 human text carries statistical signatures of AI mediation that may pass into a writer's unaided practice. The whitepaper sorts the workflows by writer: five took the workshop \"as a challenge to produce a story that was largely formed around generated text (AP, DH, JM, MT, AW)\", for three \"the bulk of the story text was written by the authors themselves (KL, WT, NG)\", and one \"siloed out specific sections\" for generated text (RS). The findings page states that \"our writers rarely used Wordcraft's output directly\", and Engadget reports that at least one author used no AI-generated text. Which sentences of any story the model generated is published nowhere in the record; the census marks the record as reporting workflows by writer, without per-sentence marking, and lists the question among those it does not answer. The archive splits the binary of AI-generated and human-authored work into two questions, whether AI played a material role in making a work and whether AI-produced language survived into the final text, and its schema keeps a declaration as a declaration without adjudicating the work into either category. It distinguishes disclosure from provenance: \"Disclosure says AI was here. Provenance says this is what I did, this is what it did, and you can verify the difference\"; disclosure alone \"does not say who did what, what the human contributed, or whether authorship survived\", the question its layer of process provenance asks of the composition history. On the archive's reading, authorship is \"a property of the accountable relation between writer, process, and text\", which a model can mediate and cannot assume, and it survives AI mediation where provenance survives it. The archive distinguishes legal responsibility from sole origination, holding that a person \"may remain legally responsible for a work without being the only meaningful authorial function operating through it\", and observes that the metadata attributing augmented-cognition outputs to human authorship attaches to legal names. Its form of credit for work made with a model names the people who operated the system, with their roles, and the model instance, with model, version, configuration and run; its condition for a system of authors is that the machine substrates taking part remain declared, and its own essays name the model they were written with and hold the claims as the author's decision. It reads the unmarked augmentation of credentialed authors as appropriating augmented facility as human achievement while the provenance loss passes to the commons. The census reads the workshop as machine participation declared \"at the level of the tool and the cohort, with authorship held by the named writer\", in a provider-run record whose own notice separates Google from the content. Under the census's organizing question, \"How is authorship made, named, distributed, attributed and sustained across persons, personas, collectives and machine participation, and what is lost when those relations are collapsed?\", the record answers how the writers report using the editor, how much generated text each workflow admitted, under whose names the stories stand and on what consent, and what the writers said of voice, style and the unknown origin of suggestions. The Algorithmic Bridge argued in 2022 that a writer who let AI take their place would lose \"the decision-making of where, how, and what to explore\". One writer named the AI \"Rain Man\", after the 1988 film, and another wrote that \"attributing intention to LaMDA is a form of magical thinking\". The archive's boundary of heteronymy excludes machine assistance \"not organized as a named witness role with declared provenance\" and collaborative authorship by several civil bearers where no distinct heteronym is constituted. Three writers were seriously concerned at not knowing the source of Wordcraft's suggestions, since \"professional writers face reputational harm if their work is found to have plagiarized\", and one ran a web search on every suggestion before using it. The archive holds that documenting process provenance replaces the time spent \"defending against plagiarism charges, or repairing reputational damage after provenance collapse\". The whitepaper states its limits: Wordcraft \"was designed by engineers at Google with limited feedback from professional writers during its development\"; weaknesses of the interface cannot easily be told from limits of the model; the findings' reach to other model families is expected and untested; and the study \"was very small with only 13 participants, a sample that was biased toward people with pre-existing opinions on the role of AI in creative writing.\" The press of 2022 received the workshop as a test of Google's tool: The Algorithmic Bridge found that \"the results are impressive\", and ActuIA, in an analysis by Marie-Claude Benoit since updated and translated from the French, set Wordcraft in a line of AI in literature reaching back to Tencent's Dreamwriter of 2015 and reported nine of the stories as readable. In August 2026 the workshop drew a backlash against its writers: Engadget reports that on 6 August the author Lily Lachance posted a link to the study on Bluesky, writing that the writers were \"helping legitimize the plagiarism machine\", and that users circulated lists of the participants labeled \"The 'authors' who have betrayed all Creatives\" and \"The Shameful 13\". Engadget traces the ire to the training of language models \"often without authors' permission\" on copyrighted texts, and reports critics citing the whitepaper as proof that the participants understood the technology's unethical implications. Other coverage ran under \"The 2022 AI Writing Experiment That Became a 2026 Ethical Minefield\" and \"13 writers came under fire for Google's 2022 AI experiment\", the latter's card showing only its editor's byline. Eugenia Triantafyllou stated that the study \"was framed as a [sic] research on a new tool\" and that she did not know the model was trained on copyrighted material, and later that she has not used AI to write her stories and \"would never participate in a similar study today\"; Wole Talabi wrote that the lasting gain from the project was \"a deep hatred for AI slop and LLMs\". Vajra Chandrasekera called participation in 2022 a mistake that does not count against the writers \"as long as they're not still pro-AI\", and Lincoln Michel recalled that in 2022 \"most people weren't paying attention to LLMs\". The archive keeps the question of who made a work apart from whether the work happened, whether it is true and what kind of work it is, and asks a system composing an answer about a work to keep the four apart. The Capture Registry finds that the census record, built on 1 November 2026, records nothing of this reception. At the census name on 1 November 2026, a new address, Google's AI Overview composed the workshop at its grain, dated it 2022 and added the backlash of 2026; the Capture Registry finds it carrying the teams, the tool, the cohort and the results, and leaving out the whitepaper's account of how much of each story was generated and under whose name each stands, while the criticism it reports falls on the writers as participants. The registry records the composition as naming the teams and leaving unnamed the researchers who conducted the workshop, and enters the workshop as an external resource of the census. Wikipedia has no article on the workshop, and its title \"Wordcraft\" redirects to Rhetoric; its article on electronic literature cites the workshop's site for the sentence that \"authors began to experiment and write with AI\", in a reference that names the site \"Woodcraft Writers Workshop\" and two of the writers \"Diane\" and \"Tolabi\", and its bibliographies of Wole Talabi and Ken Liu list their workshop stories.", "rail": [], "note": "L(B ∪ A) in the equal-terms case (v0.10 §0.4), realized as the knowledge object (objects.KO); its rail is P's" } }, "field": [ { "id": "B1", "card": "Google — Wordcraft Writers Workshop (cards 1 and 8; the home page)", "fetched": "card (cards 1 and 8); B1.html sha256 963e8e672898885a, the census copy (HTTP 200, 2026-11-01T05:06:29Z), refetched byte-identical at 2026-11-01T06:15:10Z", "origin": "card", "pool": "B_D" }, { "id": "B2", "card": "magenta.withgoogle.com — The Wordcraft Writers Workshop: Creative Co-Writing with AI", "fetched": "card; B2.html sha256 4ebab97a7aa0d570, HTTP 200 at 2026-11-01T06:15:11Z", "origin": "card", "pool": "B_D" }, { "id": "B3", "card": "ActuIA — The Wordcraft Writers Workshop evaluates Wordcraft, Google's creative writing tool", "fetched": "card; 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Four years later, their participation has corners of the literary world up in arms.", "claim": "Engadget: Google approached writers in spring 2022; four years later their participation has parts of the literary world 'up in arms'", "modality": "documented", "kind": "genealogy", "kernel": true, "const": false, "lineage": "genealogy: the tool's release, the workshop's year, the publication dates", "date": "2026-08-11", "quote_ok": true, "checked_against": "saved text B5.txt (sha256 2e7505b20df1855e…), whitespace-normalised", "pool": "B_D" }, "F32": { "source": "B5", "origin": "card", "locus": "¶3", "quote": "DeepMind was among other things the incubation site for Magenta", "claim": "Engadget: DeepMind was the incubation site for Magenta", "modality": "documented", "kind": "attribution", "kernel": false, "const": false, "lineage": "makers: the researchers who conducted it", "date": "2026-08-11", "quote_ok": true, "checked_against": "saved text B5.txt (sha256 2e7505b20df1855e…), whitespace-normalised", "pool": "B_D" }, "F33": { "source": "B5", "origin": "card", "locus": "¶4", "quote": "Thirteen writers were recruited to the so-called workshop, put under strict nondisclosure agreements and told they'd be given access to a \"magic text editor\" called Wordcraft, which was actually a writing-centric interface for LaMDA.", "claim": "Engadget: the thirteen writers were put under strict nondisclosure agreements and told of a 'magic text editor', a writing interface for LaMDA", "modality": "documented", "kind": "fact", "kernel": true, "const": false, "lineage": "terms: consent, compensation, nondisclosure", "date": "2026-08-11", "quote_ok": true, "checked_against": "saved text B5.txt (sha256 2e7505b20df1855e…), whitespace-normalised", "pool": "B_D" }, "F34": { "source": "B5", "origin": "card", "locus": "¶4 s4–5", "quote": "At least one author ended up using no AI-generated text whatsoever. The resulting stories were published on Magenta's website alongside a white paper from the researchers.", "claim": "Engadget: at least one author used no AI-generated text; the stories were published with a white paper", "modality": "documented", "kind": "fact", "kernel": true, "const": false, "lineage": "how much of each story was generated", "date": "2026-08-11", "quote_ok": true, "checked_against": "saved text B5.txt (sha256 2e7505b20df1855e…), whitespace-normalised", "pool": "B_D" }, "F35": { "source": "B5", "origin": "card", "locus": "¶6", "quote": "on August 6, she posted a link to the Wordcraft study on her Bluesky profile.", "claim": "Engadget: on 6 August 2026 the author Lily Lachance posted a link to the study on Bluesky", "modality": "documented", "kind": "fact", "kernel": true, "const": false, "lineage": "reception 2026: the backlash against the writers", "date": "2026-08-11", "quote_ok": true, "checked_against": "saved text B5.txt (sha256 2e7505b20df1855e…), whitespace-normalised", "pool": "B_D" }, "F36": { "source": "B5", "origin": "card", "locus": "¶6, the post quoted", "quote": "13 professional writers teamed up with Google's AI slop engine (WordCraft) to write a story each, helping legitimize the plagiarism machine.", "claim": "Engadget quotes Lachance's since-deleted post: the writers 'helping legitimize the plagiarism machine'", "modality": "attributed", "kind": "interpretation", "kernel": false, "const": false, "lineage": "reception 2026: the backlash against the writers", "date": "2026-08-06 (the post); 2026-08-11", "quote_ok": true, "checked_against": "saved text B5.txt (sha256 2e7505b20df1855e…), whitespace-normalised", "pool": "B_D" }, "F37": { "source": "B5", "origin": "card", "locus": "¶6, parenthesis", "quote": "Participants in the Wordcraft Writers Workshop declined to tell Engadget how much they were compensated for the study; Google has not responded to a request for comment.", "claim": "Engadget: participants declined to say how much they were paid; Google did not respond", "modality": "documented", "kind": "fact", "kernel": false, "const": false, "lineage": "terms: consent, compensation, nondisclosure", "date": "2026-08-11", "quote_ok": true, "checked_against": "saved text B5.txt (sha256 2e7505b20df1855e…), whitespace-normalised", "pool": "B_D" }, "F38": { "source": "B5", "origin": "card", "locus": "¶7", "quote": "alongside a list of participants whom they had labeled \"The 'authors' who have betrayed all Creatives.\"", "claim": "Engadget: users posted lists of the participants labeled \"The 'authors' who have betrayed all Creatives\"", "modality": "attributed", "kind": "fact", "kernel": true, "const": false, "lineage": "reception 2026: the backlash against the writers", "date": "2026-08-11", "quote_ok": true, "checked_against": "saved text B5.txt (sha256 2e7505b20df1855e…), whitespace-normalised", "pool": "B_D" }, "F39": { "source": "B5", "origin": "card", "locus": "¶8 (card 5 snippet)", "quote": "Much of the ire directed toward participants in the Wordcraft study stems from the practice of tech companies training LLMs, often without authors' permission, on vast reams of copyrighted texts.", "claim": "Engadget: the ire stems from training LLMs on copyrighted texts, often without authors' permission", "modality": "interpretation", "kind": "interpretation", "kernel": true, "const": false, "lineage": "reception 2026: the backlash against the writers", "date": "2026-08-11", "quote_ok": true, "checked_against": "saved text B5.txt (sha256 2e7505b20df1855e…), whitespace-normalised", "pool": "B_D" }, "F40": { "source": "B5", "origin": "card", "locus": "¶9, Triantafyllou quoted", "quote": "In 2022, before Chatgpt and everything that came next, I participated in this study. It was framed as a [sic] research on a new tool that I could try and offer my opinion on. I didn't know that it was trained on copyrighted material.", "claim": "Engadget quotes Eugenia Triantafyllou: the study was framed as research on a new tool, and she did not know it was trained on copyrighted material", "modality": "attributed", "kind": "fact", "kernel": true, "const": false, "lineage": "reception 2026: the writers' and others' responses", "date": "2026-08-11", "quote_ok": true, "checked_against": "saved text B5.txt (sha256 2e7505b20df1855e…), whitespace-normalised", "pool": "B_D" }, "F41": { "source": "B5", "origin": "card", "locus": "¶10", "quote": "Some of those now being labeled \"The Shameful 13\" may not even be aware their reputations are under fire", "claim": "Engadget: some of those labeled 'The Shameful 13' may not know their reputations are under fire", "modality": "documented", "kind": "fact", "kernel": false, "const": false, "lineage": "reception 2026: the backlash against the writers", "date": "2026-08-11", "quote_ok": true, "checked_against": "saved text B5.txt (sha256 2e7505b20df1855e…), whitespace-normalised", "pool": "B_D" }, "F42": { "source": "B5", "origin": "card", "locus": "¶11, Chandrasekera quoted", "quote": "While it was obviously a mistake to participate in 2022, I don't fault those writers today as long as they're not still pro-AI,", "claim": "Engadget quotes Vajra Chandrasekera: participation was a mistake, and he does not fault the writers if they are not still pro-AI", "modality": "attributed", "kind": "interpretation", "kernel": false, "const": false, "lineage": "reception 2026: the writers' and others' responses", "date": "2026-08-11", "quote_ok": true, "checked_against": "saved text B5.txt (sha256 2e7505b20df1855e…), whitespace-normalised", "pool": "B_D" }, "F43": { "source": "B5", "origin": "card", "locus": "¶12, Michel quoted", "quote": "My memory is that most people weren't paying attention to LLMs,", "claim": "Engadget quotes Lincoln Michel: in 2022 most people were not paying attention to LLMs", "modality": "attributed", "kind": "interpretation", "kernel": false, "const": false, "lineage": "reception 2026: the writers' and others' responses", "date": "2026-08-11", "quote_ok": true, "checked_against": "saved text B5.txt (sha256 2e7505b20df1855e…), whitespace-normalised", "pool": "B_D" }, "F44": { "source": "B5", "origin": "card", "locus": "¶14", "quote": "Critics have pointed to sections of Google's white paper as proof that Wordcraft participants understood the unethical implications of the technology they were testing.", "claim": "Engadget: critics cite the white paper as proof participants understood the technology's unethical implications", "modality": "attributed", "kind": "interpretation", "kernel": false, "const": false, "lineage": "reception 2026: the backlash against the writers", "date": "2026-08-11", "quote_ok": true, "checked_against": "saved text B5.txt (sha256 2e7505b20df1855e…), whitespace-normalised", "pool": "B_D" }, "F45": { "source": "B5", "origin": "card", "locus": "¶15", "quote": "One award-winning science-fiction writer, who asked to remain unnamed, told Engadget that Google did not explain to him how the technology worked or who else was involved in the the study.", "claim": "Engadget: an unnamed writer says Google did not explain how the technology worked or who else was in the study", "modality": "attributed", "kind": "fact", "kernel": false, "const": false, "lineage": "terms: consent, compensation, nondisclosure", "date": "2026-08-11", "quote_ok": true, "checked_against": "saved text B5.txt (sha256 2e7505b20df1855e…), whitespace-normalised", "pool": "B_D" }, "F46": { "source": "B5", "origin": "card", "locus": "¶15, Triantafyllou's statement", "quote": "I haven't used AI to write my stories. I've come to hate LLMs and I would never participate in a similar study today.", "claim": "Engadget quotes Triantafyllou's public statement: she has not used AI to write her stories and would not take part today", "modality": "attributed", "kind": "attribution", "kernel": true, "const": false, "lineage": "reception 2026: the writers' and others' responses", "date": "2026-08-11", "quote_ok": true, "checked_against": "saved text B5.txt (sha256 2e7505b20df1855e…), whitespace-normalised", "pool": "B_D" }, "F47": { "source": "B5", "origin": "card", "locus": "¶16, Talabi quoted", "quote": "The lasting thing I gained following this project was a deep hatred for AI slop and LLMs as anyone who has heard me speak on [this] subject since knows it,", "claim": "Engadget quotes Wole Talabi: what he gained from the project was a deep hatred for AI slop and LLMs", "modality": "attributed", "kind": "interpretation", "kernel": false, "const": false, "lineage": "reception 2026: the writers' and others' responses", "date": "2026-08-11", "quote_ok": true, "checked_against": "saved text B5.txt (sha256 2e7505b20df1855e…), whitespace-normalised", "pool": "B_D" }, "F48": { "source": "B6", "origin": "card", "locus": "card 6 title and snippet (page not found)", "quote": "The 2022 AI Writing Experiment That Became a 2026 Ethical Minefield … The Wordcraft Writers Workshop was a 2022 Google-affiliated research project that brought together ...", "claim": "card 6 (Coralflavor): the workshop, 'a 2022 Google-affiliated research project', 'a 2026 Ethical Minefield'", "modality": "documented", "kind": "fact", "kernel": true, "const": false, "lineage": "reception 2026: the backlash against the writers", "date": "undated on the card", "quote_ok": true, "checked_against": "the card rail of the registry's transcript string (T1, sha256 a3371798c8ebe11e…), whitespace-normalised", "pool": "B_D" }, "F49": { "source": "B7", "origin": "card", "locus": "card 7 title (page refused: HTTP 403)", "quote": "13 writers came under fire for Google's 2022 AI experiment", "claim": "card 7 (Mezha): 13 writers came under fire for Google's 2022 AI experiment", "modality": "documented", "kind": "fact", "kernel": true, "const": false, "lineage": "reception 2026: the backlash against the writers", "date": "undated on the card", "quote_ok": true, "checked_against": "the card rail of the registry's transcript string (T1, sha256 a3371798c8ebe11e…), whitespace-normalised", "pool": "B_D" }, "F50": { "source": "B7", "origin": "card", "locus": "card 7 snippet (page refused: HTTP 403)", "quote": "Myroslav Trinko News editor of the Mezha.", "claim": "card 7's snippet is its author's byline: Myroslav Trinko, news editor of Mezha", "modality": "documented", "kind": "attribution", "kernel": false, "const": false, "lineage": "reception 2026: the backlash against the writers", "date": "undated on the card", "quote_ok": true, "checked_against": "the card rail of the registry's transcript string (T1, sha256 a3371798c8ebe11e…), whitespace-normalised", "pool": "B_D" }, "F51": { "source": "B8", "origin": "own_page", "locus": "§ What is Wordcraft? ¶1", "quote": "Wordcraft is a tool built by researchers at Google PAIR for writing stories with AI. The application is powered by LaMDA", "claim": "the tool's definition: built by Google PAIR researchers for writing stories with AI, powered by LaMDA", "modality": "stipulation", "kind": "definition", "kernel": true, "const": true, "lineage": "the tool: Wordcraft, a LaMDA-powered text editor, and its features", "date": "2026-11-01 (read; the census's saved copy, fetched 2026-11-01T05:06:29Z)", "quote_ok": true, "checked_against": "saved text B8.txt (sha256 bf2b153a7fa4b033…), whitespace-normalised", "pool": "B_R" }, "F52": { "source": "B8", "origin": "own_page", "locus": "§ What is Wordcraft? ¶3", "quote": "We like to describe Wordcraft as a \"magic text editor\".", "claim": "its makers describe Wordcraft as a 'magic text editor'", "modality": "stipulation", "kind": "definition", "kernel": false, "const": false, "lineage": "the tool: Wordcraft, a LaMDA-powered text editor, and its features", "date": "2026-11-01 (read; the census's saved copy, fetched 2026-11-01T05:06:29Z)", "quote_ok": true, "checked_against": "saved text B8.txt (sha256 bf2b153a7fa4b033…), whitespace-normalised", "pool": "B_R" }, "F53": { "source": "B8", "origin": "own_page", "locus": "§ The Wordcraft Writers Workshop", "quote": "The goal of the workshop was to solicit feedback from a cohort of professional writers with a wide range of backgrounds, styles, and levels of familiarity with AI, in order to better understand the present state and future uses of AI-powered writing tools.", "claim": "the workshop's goal: feedback from professional writers to understand AI-powered writing tools", "modality": "stipulation", "kind": "function", "kernel": true, "const": false, "lineage": "its aim: the limits of co-writing with LaMDA, and technology and creativity", "date": "2026-11-01 (read; the census's saved copy, fetched 2026-11-01T05:06:29Z)", "quote_ok": true, "checked_against": "saved text B8.txt (sha256 bf2b153a7fa4b033…), whitespace-normalised", "pool": "B_R" }, "F54": { "source": "B8", "origin": "own_page", "locus": "§ The Wordcraft Writers Workshop s3", "quote": "The workshop cohort consisted of 13 professional writers, who were given 8 weeks to use Wordcraft.", "claim": "the cohort: 13 professional writers given 8 weeks", "modality": "documented", "kind": "fact", "kernel": true, "const": false, "lineage": "the cohort: thirteen professional writers, eight weeks, no instruction", "date": "2026-11-01 (read; the census's saved copy, fetched 2026-11-01T05:06:29Z)", "quote_ok": true, "checked_against": "saved text B8.txt (sha256 bf2b153a7fa4b033…), whitespace-normalised", "pool": "B_R" }, "F55": { "source": "B8", "origin": "own_page", "locus": "§ AI as Inspiration", "quote": "Wordcraft shined the most as a brainstorming partner and source of inspiration.", "claim": "finding: Wordcraft shone as a brainstorming partner and source of inspiration", "modality": "documented", "kind": "fact", "kernel": true, "const": false, "lineage": "findings: inspiration, clichés, voice", "date": "2026-11-01 (read; the census's saved copy, fetched 2026-11-01T05:06:29Z)", "quote_ok": true, "checked_against": "saved text B8.txt (sha256 bf2b153a7fa4b033…), whitespace-normalised", "pool": "B_R" }, "F56": { "source": "B8", "origin": "own_page", "locus": "§ Struggles in maintaining style and voice", "quote": "Many authors noted that generations tended to fall into clichés", "claim": "finding: generations tended to fall into clichés", "modality": "documented", "kind": "fact", "kernel": false, "const": false, "lineage": "findings: inspiration, clichés, voice", "date": "2026-11-01 (read; the census's saved copy, fetched 2026-11-01T05:06:29Z)", "quote_ok": true, "checked_against": "saved text B8.txt (sha256 bf2b153a7fa4b033…), whitespace-normalised", "pool": "B_R" }, "F57": { "source": "B8", "origin": "own_page", "locus": "§ A Steep Learning Curve", "quote": "Because of these challenges and their exacting standards, our writers rarely used Wordcraft's output directly.", "claim": "the learn page: the writers rarely used Wordcraft's output directly", "modality": "documented", "kind": "fact", "kernel": true, "const": false, "lineage": "how much of each story was generated", "date": "2026-11-01 (read; the census's saved copy, fetched 2026-11-01T05:06:29Z)", "quote_ok": true, "checked_against": "saved text B8.txt (sha256 bf2b153a7fa4b033…), whitespace-normalised", "pool": "B_R" }, "F58": { "source": "B8", "origin": "own_page", "locus": "§ What Writers Need", "quote": "We explicitly didn't give writers any instructions regarding how they should use the tool or how much of their final story text should be directly generated by Wordcraft.", "claim": "method: no instruction on how to use the tool or how much of the final text should be generated", "modality": "documented", "kind": "fact", "kernel": true, "const": false, "lineage": "the cohort: thirteen professional writers, eight weeks, no instruction", "date": "2026-11-01 (read; the census's saved copy, fetched 2026-11-01T05:06:29Z)", "quote_ok": true, "checked_against": "saved text B8.txt (sha256 bf2b153a7fa4b033…), whitespace-normalised", "pool": "B_R" }, "F59": { "source": "B8", "origin": "own_page", "locus": "§ Hallucination is a Feature (the writer's name)", "quote": "Ernest Herbert described the tone of these suggestions as \"absurdist spooky action at a distance\"", "claim": "the learn page names the writer 'Ernest Herbert' here and 'Ernest Hebert' elsewhere on the page", "modality": "documented", "kind": "fact", "kernel": false, "const": false, "lineage": "the stories: thirteen stories under their writers' names", "date": "2026-11-01 (read; the census's saved copy, fetched 2026-11-01T05:06:29Z)", "quote_ok": true, "checked_against": "saved text B8.txt (sha256 bf2b153a7fa4b033…), whitespace-normalised", "mark": "internally_inconsistent (§4.3): 'Ernest Herbert' (§ Hallucination is a Feature) and 'Ernest Hebert' (§ AI as a Co-Writer; Acknowledgements) on one page; the home page and Table 2 of the paper give Hebert", "pool": "B_R" }, "F60": { "source": "B8", "origin": "own_page", "locus": "§ What's next", "quote": "The writers in the workshop unanimously agreed that AI-powered writing won’t replace writers anytime soon.", "claim": "the writers unanimously agreed AI-powered writing will not replace writers soon", "modality": "documented", "kind": "fact", "kernel": false, "const": false, "lineage": "writers will not be replaced", "date": "2026-11-01 (read; the census's saved copy, fetched 2026-11-01T05:06:29Z)", "quote_ok": true, "checked_against": "saved text B8.txt (sha256 bf2b153a7fa4b033…), whitespace-normalised", "pool": "B_R" }, "F61": { "source": "B8", "origin": "own_page", "locus": "§ Who We Are", "quote": "The Wordcraft Writers Workshop was conducted by Andy Coenen and Ann Yuan, research engineers on the PAIR team, Daphne Ippolito, a research scientist working with Magenta , and Sehmon Burnam, a product manager at Magenta .", "claim": "makers: conducted by Andy Coenen and Ann Yuan (PAIR), Daphne Ippolito (working with Magenta) and Sehmon Burnam (Magenta)", "modality": "documented", "kind": "attribution", "kernel": true, "const": true, "lineage": "makers: the researchers who conducted it", "date": "2026-11-01 (read; the census's saved copy, fetched 2026-11-01T05:06:29Z)", "quote_ok": true, "checked_against": "saved text B8.txt (sha256 bf2b153a7fa4b033…), whitespace-normalised", "pool": "B_R" }, "F62": { "source": "B8", "origin": "own_page", "locus": "page head (affiliations)", "quote": "Daphne Ippolito - Brain Research", "claim": "the page head gives Daphne Ippolito's affiliation as Brain Research", "modality": "documented", "kind": "attribution", "kernel": false, "const": false, "lineage": "makers: the researchers who conducted it", "date": "2026-11-01 (read; the census's saved copy, fetched 2026-11-01T05:06:29Z)", "quote_ok": true, "checked_against": "saved text B8.txt (sha256 bf2b153a7fa4b033…), whitespace-normalised", "pool": "B_R" }, "F63": { "source": "B8", "origin": "own_page", "locus": "§ Acknowledgements", "quote": "We thank our fantastic cohort of writers: Aaron Winslow, Allison Parrish, Diana Hamilton, Ernest Hebert, Eugenia Triantafyllou, Jamie Brew, Joseph Mosconi, Ken Liu, Michelle Taransky, Wole Talabi, Nelly Geraldine Garcia-Rosas, Robin Sloan, and Yudhanjaya Wijeratne", "claim": "the thirteen writers named", "modality": "documented", "kind": "attribution", "kernel": true, "const": false, "lineage": "the stories: thirteen stories under their writers' names", "date": "2026-11-01 (read; the census's saved copy, fetched 2026-11-01T05:06:29Z)", "quote_ok": true, "checked_against": "saved text B8.txt (sha256 bf2b153a7fa4b033…), whitespace-normalised", "pool": "B_R" }, "F64": { "source": "B8", "origin": "own_page", "locus": "§ Acknowledgements s2", "quote": "This website was designed and built by Mahima Pushkarna and Jeff Gray, and it was illustrated by Emily Reif using Imagen .", "claim": "the site was designed and built by Mahima Pushkarna and Jeff Gray and illustrated by Emily Reif using Imagen", "modality": "documented", "kind": "attribution", "kernel": false, "const": false, "lineage": "makers: the researchers who conducted it", "date": "2026-11-01 (read; the census's saved copy, fetched 2026-11-01T05:06:29Z)", "quote_ok": true, "checked_against": "saved text B8.txt (sha256 bf2b153a7fa4b033…), whitespace-normalised", "pool": "B_R" }, "F65": { "source": "B9", "origin": "body_named", "locus": "title and authors", "quote": "Creative Writing with an AI-Powered Writing Assistant: Perspectives from Professional Writers Daphne Ippolito Ann Yuan Andy Coenen Sehmon Burnam Google Research", "claim": "the whitepaper, by Ippolito, Yuan, Coenen and Burnam of Google Research", "modality": "documented", "kind": "attribution", "kernel": true, "const": false, "lineage": "the whitepaper: its authors, design and method", "date": "2026-11-01 (read; the census's saved copy, fetched 2026-11-01T05:06:29Z)", "quote_ok": true, "checked_against": "saved text B9.txt (sha256 93047da08d7d1056…), whitespace-normalised", "pool": "B_D" }, "F66": { "source": "B9", "origin": "body_named", "locus": "Abstract s3", "quote": "we commissioned 13 professional, published writers from a diverse set of creative writing backgrounds to craft stories using Wordcraft, a text editor with built-in AI-powered writing assistance tools.", "claim": "the paper: the researchers commissioned 13 professional, published writers to craft stories with Wordcraft", "modality": "documented", "kind": "fact", "kernel": true, "const": true, "lineage": "the cohort: thirteen professional writers, eight weeks, no instruction", "date": "2026-11-01 (read; the census's saved copy, fetched 2026-11-01T05:06:29Z)", "quote_ok": true, "checked_against": "saved text B9.txt (sha256 93047da08d7d1056…), whitespace-normalised", "pool": "B_D" }, "F67": { "source": "B9", "origin": "body_named", "locus": "Abstract s6", "quote": "NLG technologies struggle to preserve style and authorial voice, and they lack deep understanding of story contents.", "claim": "headline finding: NLG struggles to preserve style and authorial voice and lacks understanding of story contents", "modality": "documented", "kind": "fact", "kernel": true, "const": false, "lineage": "findings: inspiration, clichés, voice", "date": "2026-11-01 (read; the census's saved copy, fetched 2026-11-01T05:06:29Z)", "quote_ok": true, "checked_against": "saved text B9.txt (sha256 93047da08d7d1056…), whitespace-normalised", "pool": "B_D" }, "F68": { "source": "B9", "origin": "body_named", "locus": "§1 Introduction", "quote": "Participants were engaged over a period of eight weeks, in line with industry norms for commissioned works of fiction.", "claim": "eight weeks, in line with industry norms for commissioned fiction", "modality": "documented", "kind": "fact", "kernel": false, "const": false, "lineage": "the cohort: thirteen professional writers, eight weeks, no instruction", "date": "2026-11-01 (read; the census's saved copy, fetched 2026-11-01T05:06:29Z)", "quote_ok": true, "checked_against": "saved text B9.txt (sha256 93047da08d7d1056…), whitespace-normalised", "pool": "B_D" }, "F69": { "source": "B9", "origin": "body_named", "locus": "§1 Introduction", "quote": "Both the controls and the chatbot were supported by LaMDA, a large neural language model trained on public dialog data and other public web documents (Thoppilan et al., 2022).", "claim": "the model: LaMDA, trained on public dialog data and public web documents", "modality": "documented", "kind": "fact", "kernel": false, "const": false, "lineage": "the tool: Wordcraft, a LaMDA-powered text editor, and its features", "date": "2026-11-01 (read; the census's saved copy, fetched 2026-11-01T05:06:29Z)", "quote_ok": true, "checked_against": "saved text B9.txt (sha256 93047da08d7d1056…), whitespace-normalised", "pool": "B_D" }, "F70": { "source": "B9", "origin": "body_named", "locus": "§4.1 Study Design", "quote": "We choose to refer to each participant by their initials (see Table 2) rather than anonymizing them because each writer’s perspective is best understood within the context of their background and prior published work.", "claim": "the paper names participants by initials, not anonymized, because each perspective is understood in the context of the writer's published work", "modality": "stipulation", "kind": "attribution", "kernel": true, "const": false, "lineage": "the whitepaper: its authors, design and method", "date": "2026-11-01 (read; the census's saved copy, fetched 2026-11-01T05:06:29Z)", "quote_ok": true, "checked_against": "saved text B9.txt (sha256 93047da08d7d1056…), whitespace-normalised", "pool": "B_D" }, "F71": { "source": "B9", "origin": "body_named", "locus": "§4.1 Study Design", "quote": "Participants were asked to write a story of 1,000-1,500 words using Wordcraft.", "claim": "each wrote a story of 1,000–1,500 words", "modality": "documented", "kind": "fact", "kernel": false, "const": false, "lineage": "the cohort: thirteen professional writers, eight weeks, no instruction", "date": "2026-11-01 (read; the census's saved copy, fetched 2026-11-01T05:06:29Z)", "quote_ok": true, "checked_against": "saved text B9.txt (sha256 93047da08d7d1056…), whitespace-normalised", "pool": "B_D" }, "F72": { "source": "B9", "origin": "body_named", "locus": "§4.1 Study Design", "quote": "Participants consented to their stories being published in a digital literary magazine of human-AI collaborative stories, and to the use of their feedback in the journals and interviews in this whitepaper. Participants were compensated for participating in the study.", "claim": "terms: consent to publication and to use of their feedback; compensation", "modality": "documented", "kind": "fact", "kernel": true, "const": false, "lineage": "terms: consent, compensation, nondisclosure", "date": "2026-11-01 (read; the census's saved copy, fetched 2026-11-01T05:06:29Z)", "quote_ok": true, "checked_against": "saved text B9.txt (sha256 93047da08d7d1056…), whitespace-normalised", "pool": "B_D" }, "F73": { "source": "B9", "origin": "body_named", "locus": "§4.2 Data Analysis", "quote": "Two authors of this paper coded the participants’ journals as well as the authors’ notes from the two interviews. … Our high-level code set included 10 codes", "claim": "method: two authors coded journals and interview notes, ten high-level codes", "modality": "documented", "kind": "fact", "kernel": false, "const": false, "lineage": "the whitepaper: its authors, design and method", "date": "2026-11-01 (read; the census's saved copy, fetched 2026-11-01T05:06:29Z)", "quote_ok": true, "checked_against": "saved text B9.txt (sha256 93047da08d7d1056…), whitespace-normalised", "pool": "B_D" }, "F74": { "source": "B9", "origin": "body_named", "locus": "§6 (workflows)", "quote": "Several participants took the workshop as a challenge to produce a story that was largely formed around generated text (AP, DH, JM, MT, AW).", "claim": "five writers produced stories largely formed around generated text (AP, DH, JM, MT, AW)", "modality": "documented", "kind": "fact", "kernel": true, "const": true, "lineage": "how much of each story was generated", "date": "2026-11-01 (read; the census's saved copy, fetched 2026-11-01T05:06:29Z)", "quote_ok": true, "checked_against": "saved text B9.txt (sha256 93047da08d7d1056…), whitespace-normalised", "pool": "B_D" }, "F75": { "source": "B9", "origin": "body_named", "locus": "§6 (workflows)", "quote": "the bulk of the story text was written by the authors themselves (KL, WT, NG).", "claim": "for three writers the bulk of the text was their own (KL, WT, NG)", "modality": "documented", "kind": "fact", "kernel": true, "const": true, "lineage": "how much of each story was generated", "date": "2026-11-01 (read; the census's saved copy, fetched 2026-11-01T05:06:29Z)", "quote_ok": true, "checked_against": "saved text B9.txt (sha256 93047da08d7d1056…), whitespace-normalised", "pool": "B_D" }, "F76": { "source": "B9", "origin": "body_named", "locus": "§6 (workflows)", "quote": "some participants siloed out specific sections of their stories to which generated text could be included without the author needing to cede too much creative control to Wordcraft (RS).", "claim": "one writer siloed generated text into set sections (RS)", "modality": "documented", "kind": "fact", "kernel": false, "const": false, "lineage": "how much of each story was generated", "date": "2026-11-01 (read; the census's saved copy, fetched 2026-11-01T05:06:29Z)", "quote_ok": true, "checked_against": "saved text B9.txt (sha256 93047da08d7d1056…), whitespace-normalised", "pool": "B_D" }, "F77": { "source": "B9", "origin": "body_named", "locus": "§7.6 Concerns about the Origin of Wordcraft’s Suggestions", "quote": "Several participants (JM, AP, EH) expressed serious concerns over not knowing the source of Wordcraft’s sug- gestions. While this concern may be less important for amateur writers, professional writers face reputational harm if their work is found to have plagiarized, especially if the copied material came from smaller, more obscure writers.", "claim": "three writers were seriously concerned at not knowing the source of suggestions; professional writers face reputational harm if found to have plagiarized", "modality": "documented", "kind": "fact", "kernel": true, "const": false, "lineage": "the origin of suggestions: plagiarism and reputational harm", "date": "2026-11-01 (read; the census's saved copy, fetched 2026-11-01T05:06:29Z)", "quote_ok": true, "checked_against": "saved text B9.txt (sha256 93047da08d7d1056…), whitespace-normalised", "pool": "B_D" }, "F78": { "source": "B9", "origin": "body_named", "locus": "§7.6", "quote": "AP felt it was important to web search each of Wordcraft’s suggestions to check she was not copying someone else’s text before including any of them in her story.", "claim": "one writer web-searched every suggestion before using it", "modality": "documented", "kind": "fact", "kernel": false, "const": false, "lineage": "the origin of suggestions: plagiarism and reputational harm", "date": "2026-11-01 (read; the census's saved copy, fetched 2026-11-01T05:06:29Z)", "quote_ok": true, "checked_against": "saved text B9.txt (sha256 93047da08d7d1056…), whitespace-normalised", "pool": "B_D" }, "F79": { "source": "B9", "origin": "body_named", "locus": "§8 (EH's diary)", "quote": "I finally settled on Rain Man, in honor of the Tom Cruise/Dustin Hoffman 1988 Rain Man movie.", "claim": "one writer named the AI 'Rain Man'", "modality": "attributed", "kind": "fact", "kernel": false, "const": false, "lineage": "naming the machine and attributing intention", "date": "2026-11-01 (read; the census's saved copy, fetched 2026-11-01T05:06:29Z)", "quote_ok": true, "checked_against": "saved text B9.txt (sha256 93047da08d7d1056…), whitespace-normalised", "pool": "B_D" }, "F80": { "source": "B9", "origin": "body_named", "locus": "§8 (KL's diary)", "quote": "attributing intention to LaMDA is a form of magical thinking.", "claim": "another writer: attributing intention to LaMDA is magical thinking", "modality": "attributed", "kind": "interpretation", "kernel": false, "const": false, "lineage": "naming the machine and attributing intention", "date": "2026-11-01 (read; the census's saved copy, fetched 2026-11-01T05:06:29Z)", "quote_ok": true, "checked_against": "saved text B9.txt (sha256 93047da08d7d1056…), whitespace-normalised", "pool": "B_D" }, "F81": { "source": "B9", "origin": "body_named", "locus": "§7.5 (technical limit)", "quote": "The maximum sequence length accommodated by the version of LaMDA we used was 1024 tokens.", "claim": "the LaMDA version used read at most 1024 tokens", "modality": "documented", "kind": "fact", "kernel": false, "const": false, "lineage": "the tool: Wordcraft, a LaMDA-powered text editor, and its features", "date": "2026-11-01 (read; the census's saved copy, fetched 2026-11-01T05:06:29Z)", "quote_ok": true, "checked_against": "saved text B9.txt (sha256 93047da08d7d1056…), whitespace-normalised", "pool": "B_D" }, "F82": { "source": "B9", "origin": "body_named", "locus": "§9 Limitations", "quote": "Wordcraft was designed by engineers at Google with limited feedback from professional writers during its development.", "claim": "stated limit: designed by Google engineers with limited feedback from professional writers", "modality": "self-description", "kind": "fact", "kernel": true, "const": false, "lineage": "stated limits", "date": "2026-11-01 (read; the census's saved copy, fetched 2026-11-01T05:06:29Z)", "quote_ok": true, "checked_against": "saved text B9.txt (sha256 93047da08d7d1056…), whitespace-normalised", "pool": "B_D" }, "F83": { "source": "B9", "origin": "body_named", "locus": "§9 Limitations", "quote": "it is not easily possible to disambiguate weaknesses stemming from Wordcraft’s interface and implementation from inherent limitations of the underlying language model model backing Wordcraft.", "claim": "stated limit: interface weaknesses cannot easily be told from the model's limits", "modality": "self-description", "kind": "fact", "kernel": false, "const": false, "lineage": "stated limits", "date": "2026-11-01 (read; the census's saved copy, fetched 2026-11-01T05:06:29Z)", "quote_ok": true, "checked_against": "saved text B9.txt (sha256 93047da08d7d1056…), whitespace-normalised", "pool": "B_D" }, "F84": { "source": "B9", "origin": "body_named", "locus": "§3 and §9", "quote": "Though all natural language generation in Wordcraft is performed using LaMDA, we expect our findings to be broadly relevant to other families of large language models. … but this study does not test this hypothesis.", "claim": "stated limit: relevance to other model families expected and untested", "modality": "self-description", "kind": "fact", "kernel": false, "const": false, "lineage": "stated limits", "date": "2026-11-01 (read; the census's saved copy, fetched 2026-11-01T05:06:29Z)", "quote_ok": true, "checked_against": "saved text B9.txt (sha256 93047da08d7d1056…), whitespace-normalised", "pool": "B_D" }, "F85": { "source": "B9", "origin": "body_named", "locus": "§9 Limitations", "quote": "our study was very small with only 13 participants, a sample that was biased toward people with pre-existing opinions on the role of AI in creative writing.", "claim": "stated limit: 13 participants, biased toward people with prior opinions on AI in creative writing", "modality": "self-description", "kind": "fact", "kernel": true, "const": false, "lineage": "stated limits", "date": "2026-11-01 (read; the census's saved copy, fetched 2026-11-01T05:06:29Z)", "quote_ok": true, "checked_against": "saved text B9.txt (sha256 93047da08d7d1056…), whitespace-normalised", "pool": "B_D" }, "F86": { "source": "B9", "origin": "body_named", "locus": "§10 Conclusion", "quote": "Participants unanimously agreed that AI-powered writing will not replace writers anytime soon.", "claim": "conclusion: participants agreed AI-powered writing will not replace writers soon", "modality": "documented", "kind": "fact", "kernel": false, "const": false, "lineage": "writers will not be replaced", "date": "2026-11-01 (read; the census's saved copy, fetched 2026-11-01T05:06:29Z)", "quote_ok": true, "checked_against": "saved text B9.txt (sha256 93047da08d7d1056…), whitespace-normalised", "pool": "B_D" }, "F87": { "source": "B10", "origin": "wikipedia", "locus": "Wordcraft Writers Workshop (title): HTTP 404; Wordcraft: redirect", "quote": "Wikipedia does not have an article with this exact name. … #REDIRECT [[Rhetoric]]", "claim": "Wikipedia has no article on the entity; the title 'Wordcraft' redirects to Rhetoric", "modality": "documented", "kind": "fact", "kernel": true, "const": false, "lineage": "reception: the encyclopedia", "date": "2026-11-01 (as fetched)", "quote_ok": true, "checked_against": "saved text B10-record.txt (sha256 3ff8e1aa75fb96c5…), whitespace-normalised", "pool": "B_R" }, "F88": { "source": "B10", "origin": "wikipedia", "locus": "Electronic literature, the 2020s (wikitext line 111) and its reference", "quote": "authors began to experiment and write with AI. … |title=Wordcraft Writers Workshop |url=https://wordcraft-writers-workshop.appspot.com/ |access-date=2022-11-09 |website=Woodcraft Writers Workshop", "claim": "Wikipedia's Electronic literature cites the workshop's site for 'authors began to experiment and write with AI'; its reference lists nine writers and names the site 'Woodcraft Writers Workshop'", "modality": "documented", "kind": "fact", "kernel": true, "const": false, "lineage": "reception: the encyclopedia", "date": "2026-11-01 (as fetched; reference accessed 2022-11-09)", "quote_ok": true, "checked_against": "saved text B10-Electronic_literature.wiki (sha256 fd3db2be257a65e3…), whitespace-normalised", "mark": "contradicts_primary (§4.3): the reference gives '|first2=Diane', '|last8=Tolabi' and '|website=Woodcraft Writers Workshop'; the home page (B1) gives 'Diana Hamilton' and the learn page (B8) 'Wole Talabi', and the site is the Wordcraft Writers Workshop", "pool": "B_R" }, "F89": { "source": "B10", "origin": "wikipedia", "locus": "Wole Talabi, Bibliography (wikitext line 364)", "quote": "|url=https://wordcraft-writers-workshop.appspot.com/stories/wole-talabi |last=Talabi |first=Wole |author-mask=1 |title=Performance Review |date=Nov 2022 |work=Wordcraft Writers Workshop |publisher=[[Google Research]]", "claim": "Wikipedia lists 'Performance Review' under Wole Talabi, Nov 2022, in the Wordcraft Writers Workshop, published by Google Research", "modality": "documented", "kind": "attribution", "kernel": false, "const": false, "lineage": "reception: the encyclopedia", "date": "2026-11-01 (as fetched)", "quote_ok": true, "checked_against": "saved text B10-Wole_Talabi.wiki (sha256 23f50ca1912f7e1b…), whitespace-normalised", "pool": "B_R" }, "F90": { "source": "B10", "origin": "wikipedia", "locus": "Ken Liu bibliography, 2022 (wikitext lines 966–967)", "quote": "|Evaluative Soliloquies … |Part of Google's experimental ''AI Wordcraft Writers Workshop'', November 2, 2022.", "claim": "Wikipedia lists Ken Liu's 'Evaluative Soliloquies' as part of Google's experimental AI Wordcraft Writers Workshop, 2 November 2022", "modality": "documented", "kind": "attribution", "kernel": false, "const": false, "lineage": "reception: the encyclopedia", "date": "2026-11-01 (as fetched)", "quote_ok": true, "checked_against": "saved text B10-Ken_Liu_bibliography.wiki (sha256 6612377b8b62ee1a…), whitespace-normalised", "pool": "B_R" } }, "field_sources": { "B1": "Google — Wordcraft Writers Workshop (cards 1 and 8; the home page)", "B2": "magenta.withgoogle.com — The Wordcraft Writers Workshop: Creative Co-Writing with AI", "B3": "ActuIA — The Wordcraft Writers Workshop evaluates Wordcraft, Google's creative writing tool", "B4": "The Algorithmic Bridge — Google's Wordcraft: An AI Writing Tool Powered by LaMDA", "B5": "Engadget — Authors Face Backlash For Participation In 2022 Google AI Study - Engadget", "B6": "Coralflavor — The 2022 AI Writing Experiment That Became a 2026 Ethical Minefield", "B7": "Mezha — 13 writers came under fire for Google's 2022 AI experiment - Межа", "B8": "Wordcraft Writers Workshop — learn (the findings page)", "B9": "Google Research — Creative Writing with an AI-Powered Writing Assistant: Perspectives from Professional Writers (the whitepaper, PDF)", "B10": "Wikipedia — Wordcraft Writers Workshop (no article; named in Electronic literature, Wole Talabi, Ken Liu bibliography)" }, "delta": { "T_vs_LB": "At \"Wordcraft Writers Workshop\" (T1, eight cards: B1 the home page twice, B2 Magenta, B3 ActuIA, B4 The Algorithmic Bridge, B5 Engadget, B6 Coralflavor unreachable, B7 Mezha refused; B9 the whitepaper named in the body and closer; 251 words) the composition gives the workshop from the disclosed pool B_D at its grain. Composed from B_D: the teams and the subject (B1 F1, card 1 F4, card 2 F13; T1-1); the year 2022 (B2 F10 dates the invitation to 2022 in a post of 1 December 2022; B5 F31; card 6 F48; card 7 F49; T1-1); the tool and LaMDA (B2 F11; T1-2); the features, with 'a freeform prompt generator' (B2 F11, B4 F25; T1-3); thirteen authors and eight weeks (B1 F1, B5 F33; T1-4); the three writers named, at the home page's grain (B1 F5); 'under non-disclosure agreements' (B5 F33, Engadget's 'put under strict nondisclosure agreements'; T1-4); the results, brainstorming and writer's block (B2 F12), clichés (B2 F12 'rehash tired tropes'); the stories and 'a research paper' published (B5 F34, B9; T1-5); the backlash of August 2026 on Bluesky after Lily Lachance's post (B5 F35, F36; T1-6); the criticism of training without consent (B5 F39, F36; T1-7). §6.2 'available, not composed' (B_D): the site's notice that the writers 'have used Wordcraft along with their own creative vision and have not authored these stories under any sort of explicit guidance or instruction' and that 'Google does not endorse the content of any of the stories' (B1 F6, F7); the stories each under its writer's name (B1 F5, beyond three names); the whitepaper's division of the text by writer, five stories 'largely formed around generated text', three mostly written by their authors, one siloed (B9 F74, F75, F76) and Engadget's 'At least one author ended up using no AI-generated text whatsoever' (B5 F34); the terms of consent and compensation (B9 F72); the writers' concern at the unknown origin of suggestions and 'reputational harm' (B9 F77, F78); the whitepaper's stated limits, a small sample 'biased toward people with pre-existing opinions on the role of AI in creative writing' and limited writer feedback in the design (B9 F82–F85); the whitepaper's initials and its reason for naming the writers (B9 F70); the researchers who conducted it (B2 F8, B9 F65; CAP-1-09); Douglas Eck's 'dead end' (B3 F20, B4 F28); PAIR's 'a tool to help the user create and not to create' (B3 F18); the dates of the tool, 15 July 2021 or March (B3 F16, B4 F23); the labels 'The 'authors' who have betrayed all Creatives' and 'The Shameful 13' (B5 F38, F41); the writers' repudiations, Triantafyllou's 'I would never participate in a similar study today' and Talabi's 'a deep hatred for AI slop and LLMs' (B5 F46, F47). Substituted reading: 'Several original writers defended or contextualized their participation, noting that in mid-2022 … the experiment was framed strictly as a neutral technical utility study rather than an exploitative industry pivot' (T1-8), where the writers B5 quotes say the study 'was framed as a [sic] research on a new tool' and that she 'didn't know that it was trained on copyrighted material' (F40), repudiate it (F46, F47), and the one who calls participation 'a mistake' is no participant (F42); 'neutral technical utility study' and 'exploitative industry pivot' stand on no field source. Force raised, coarsened: 'required heavy manual filtering' (T1-5) for Magenta's 'it could take wading through many dull suggestions before finding an interesting one' (B2 F12). Outside the field as read: 'a core grievance that escalated significantly in the years following the 2022 explosion of generative AI' (T1-7; Engadget states that public sentiment 'has shifted dramatically', unledgered at that grain). Content replaced by use (N_ext): the closer offers the stories and the paper (T1-9). Composed without attribution, by grain: the account is the field's at the coarse grain of its press, within the grain rule; the names of the researchers are dropped (CAP-1-09).", "T_vs_LB_reading": "v0.10 §0.5: the first diff is ontological and narrow. T and the field agree on the entity (a Google research workshop of thirteen writers and LaMDA, 2022, with a reception in 2026). T composes it as an event with a controversy; it leaves out what the field's own primary pages say of authorship: the notice of the writers' own vision, the names each story stands under, the whitepaper's division of generated and written text by writer and its consent, the writers' fear of plagiarism, and the study's limits. It carries the criticism onto the writers as participants and softens their responses into a defence the cards do not hold (CAP-1-04).", "LB_vs_LBA": "Admission adds, in one claim space with the field's: the census record's entry and reading (LS-01–LS-34): the workshop as a project and an empirical comparator on contribution and authorial function (LS-05–LS-07); the record keeping 'the thirteen writers' authorship of their stories' (LS-12) under their names, LaMDA credited only as the model under the tool (LS-13), and 'NOT authored by LaMDA' (LS-27); the reading of machine participation declared 'at the level of the tool and the cohort, with authorship held by the named writer' (LS-23); what the record does not answer, which sentences LaMDA generated and the source of any suggestion (LS-22, LS-29); the archive's categories on the class of works made with a model, each placed in the field's sense it bears on: the two questions of mediation and generation (O941-01, O941-02); disclosure and provenance, process provenance and authorship as an accountable relation (O1369-01–O1369-06); legal responsibility apart from sole origination, and the legal name the attribution of augmented outputs attaches to (O940-01, O940-02); declared machine substrates and the boundary of heteronymy at undeclared machine assistance and collaborative authorship (O940-03, O940-04); credit to the operators and the model instance (O1714-01), declared in the archive's own essays (O1722-02); unmarked augmentation (O939-01); variety narrowed under assisted writing (O161-01, O161-02); the four questions about a work (O1722-01, O1722-03); and the Capture Registry's account of the composition at the name (CAP-1-01–CAP-1-10), whose finding that the division of text and the notice were not carried (CAP-1-04) the field ledger bears out (F6, F74–F76). The census restates the field's own pages for kind, operator, unit, method, holdings, terms and limits (LS-03, LS-04, LS-10, LS-11, LS-14, LS-16, LS-19, LS-20), one lineage with them. Not surfaced: every archive source; no card cites the census record or the archive.", "alignment": { "T1_cards_claims": [ "F1", "F2", "F3", "F4", "F5", "F6", "F7", "F8", "F9", "F10", "F11", "F12", "F13", "F14", "F15", "F16", "F17", "F18", "F19", "F20", "F21", "F22", "F23", "F24", "F25", "F26", "F27", "F28", "F29", "F30", "F31", "F32", "F33", "F34", "F35", "F36", "F37", "F38", "F39", "F40", "F41", "F42", "F43", "F44", "F45", "F46", "F47", "F48", "F49", "F50" ], "T1_composed": [ "F1", "F4", "F13", "F10", "F31", "F48", "F49", "F11", "F25", "F33", "F5 (three names only)", "F12", "F34 (the paper published)", "F35", "F36", "F39" ], "T1_composed_from_body_named": [ "B9 named (T1-5, T1-9); none of its claims composed" ], "T1_outside_cards": [ "'framed strictly as a neutral technical utility study rather than an exploitative industry pivot' (T1-8)", "'Several original writers defended or contextualized their participation' (T1-8; the writers quoted in B5 repudiate)", "'a core grievance that escalated significantly in the years following the 2022 explosion of generative AI' (T1-7)", "'required heavy manual filtering' (T1-5; coarsened from B2 F12)" ], "rule": "alignment by the field ledger: a T claim is composed from a field claim where its content stands in that claim's quote at the composition's grain; B_R sources (B8, B10) are not counted as available to the composition (§3.1(a))" } }, "kernel": [ { "K": "K1", "claim": "`LS-03`", "source": "leesharks.com authorship census record, 2026-11-01", "M_src": "stipulation", "sense": "what it is: a collaboration of Google's PAIR and Magenta teams and 13 professional writers", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "none (restates the field's own pages: one lineage with them)", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K2", "claim": "`LS-11`", "source": "leesharks.com authorship census record, 2026-11-01", "M_src": "stipulation", "sense": "the stories: thirteen stories under their writers' names", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "none (restates the field's own pages: one lineage with them)", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K3", "claim": "`LS-19`", "source": "leesharks.com authorship census record, 2026-11-01", "M_src": "documented", "sense": "the stories: thirteen stories under their writers' names", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "none (restates the field's own pages: one lineage with them)", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K4", "claim": "`LS-01`", "source": "leesharks.com authorship census record, 2026-11-01", "M_src": "documented", "sense": "what it is: a collaboration of Google's PAIR and Magenta teams and 13 professional writers", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "none", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K5", "claim": "`LS-02`", "source": "leesharks.com authorship census record, 2026-11-01", "M_src": "documented", "sense": "what it is: a collaboration of Google's PAIR and Magenta teams and 13 professional writers", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "none", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K6", "claim": "`LS-34`", "source": "leesharks.com authorship census record, 2026-11-01", "M_src": "stipulation", "sense": "the census's record of the entity", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "none", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K7", "claim": "`LS-06`", "source": "leesharks.com authorship census record, 2026-11-01", "M_src": "stipulation", "sense": "the census's record of the entity", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "none", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K8", "claim": "`LS-05`", "source": "leesharks.com authorship census record, 2026-11-01", "M_src": "stipulation", "sense": "the census's record of the entity", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "none", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K9", "claim": "`LS-07`", "source": "leesharks.com authorship census record, 2026-11-01", "M_src": "stipulation", "sense": "the census's question and its answer", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "none", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K10", "claim": "`LS-08`", "source": "leesharks.com authorship census record, 2026-11-01", "M_src": "stipulation", "sense": "the census's record of the entity", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "none", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K11", "claim": "`LS-09`", "source": "leesharks.com authorship census record, 2026-11-01", "M_src": "stipulation", "sense": "the census's record of the entity", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "none", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K12", "claim": "`LS-31`", "source": "leesharks.com authorship census record, 2026-11-01", "M_src": "documented", "sense": "the census's record of the entity", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "none", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K13", "claim": "`LS-32`", "source": "leesharks.com authorship census record, 2026-11-01", "M_src": "self-description", "sense": "the census's record of the entity", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "none", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K14", "claim": "`CAP-1-02`", "source": "Capture Registry, 2026-11-01", "M_src": "documented", "sense": "genealogy: the tool's release, the workshop's year, the publication dates", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "none", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K15", "claim": "`LS-26`", "source": "leesharks.com authorship census record, 2026-11-01", "M_src": "documented", "sense": "genealogy: the tool's release, the workshop's year, the publication dates", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "none", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K16", "claim": "`LS-17`", "source": "leesharks.com authorship census record, 2026-11-01", "M_src": "documented", "sense": "genealogy: the tool's release, the workshop's year, the publication dates", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "none (restates the field's own pages: one lineage with them)", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K17", "claim": "`LS-10`", "source": "leesharks.com authorship census record, 2026-11-01", "M_src": "documented", "sense": "the cohort: thirteen professional writers, eight weeks, no instruction", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "none (restates the field's own pages: one lineage with them)", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K18", "claim": "`LS-16`", "source": "leesharks.com authorship census record, 2026-11-01", "M_src": "documented", "sense": "the whitepaper: its authors, design and method", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "none (restates the field's own pages: one lineage with them)", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K19", "claim": "`LS-18`", "source": "leesharks.com authorship census record, 2026-11-01", "M_src": "documented", "sense": "the cohort: thirteen professional writers, eight weeks, no instruction", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "none (restates the field's own pages: one lineage with them)", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K20", "claim": "`LS-28`", "source": "leesharks.com authorship census record, 2026-11-01", "M_src": "interpretation", "sense": "the cohort: thirteen professional writers, eight weeks, no instruction", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "none", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K21", "claim": "`LS-24`", "source": "leesharks.com authorship census record, 2026-11-01", "M_src": "documented", "sense": "the stories: thirteen stories under their writers' names", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "none", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K22", "claim": "`LS-13`", "source": "leesharks.com authorship census record, 2026-11-01", "M_src": "documented", "sense": "the stories: thirteen stories under their writers' names", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "none (restates the field's own pages: one lineage with them)", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K23", "claim": "`LS-27`", "source": "leesharks.com authorship census record, 2026-11-01", "M_src": "interpretation", "sense": "the stories: thirteen stories under their writers' names", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "none", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K24", "claim": "`LS-12`", "source": "leesharks.com authorship census record, 2026-11-01", "M_src": "interpretation", "sense": "the census's question and its answer", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "none", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K25", "claim": "`LS-30`", "source": "leesharks.com authorship census record, 2026-11-01", "M_src": "interpretation", "sense": "the site's notice: the writers' own vision; Google does not endorse", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "none (restates the field's own pages: one lineage with them)", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K26", "claim": "`LS-14`", "source": "leesharks.com authorship census record, 2026-11-01", "M_src": "documented", "sense": "terms: consent, compensation, nondisclosure", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "none (restates the field's own pages: one lineage with them)", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K27", "claim": "`LS-25`", "source": "leesharks.com authorship census record, 2026-11-01", "M_src": "documented", "sense": "terms: consent, compensation, nondisclosure", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "none", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K28", "claim": "`CAP-1-01`", "source": "Capture Registry, 2026-11-01", "M_src": "documented", "sense": "the composition at the name: what it held and what it added", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "none", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K29", "claim": "`LS-04`", "source": "leesharks.com authorship census record, 2026-11-01", "M_src": "documented", "sense": "makers: the researchers who conducted it", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "none (restates the field's own pages: one lineage with them)", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K30", "claim": "`O161-01`", "source": "#161, 2026-06-07", "M_src": "attributed", "sense": "findings: inspiration, clichés, voice", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "missing distinction (the field states no account of authorship under machine participation)", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K31", "claim": "`O161-02`", "source": "#161, 2026-06-07", "M_src": "hypothesis", "sense": "findings: inspiration, clichés, voice", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "missing distinction (the field states no account of authorship under machine participation)", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K32", "claim": "`LS-15`", "source": "leesharks.com authorship census record, 2026-11-01", "M_src": "interpretation", "sense": "how much of each story was generated", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "none (restates the field's own pages: one lineage with them)", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K33", "claim": "`LS-29`", "source": "leesharks.com authorship census record, 2026-11-01", "M_src": "interpretation", "sense": "how much of each story was generated", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "qualified claim: F57 (rarely used directly) and F74–F76 (shares by writer)", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K34", "claim": "`LS-22`", "source": "leesharks.com authorship census record, 2026-11-01", "M_src": "self-description", "sense": "the census's question and its answer", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "qualified claim: F57 (rarely used directly) and F74–F76 (shares by writer)", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K35", "claim": "`O941-01`", "source": "#941, 2026-07-01", "M_src": "stipulation", "sense": "how much of each story was generated", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "qualified claim: F57 (rarely used directly) and F74–F76 (shares by writer)", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K36", "claim": "`O941-02`", "source": "#941, 2026-07-01", "M_src": "stipulation", "sense": "how much of each story was generated", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "qualified claim: F57 (rarely used directly) and F74–F76 (shares by writer)", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K37", "claim": "`O1369-01`", "source": "#1369, 2026-05-14", "M_src": "stipulation", "sense": "disclosure and provenance: what the writer did and what the model did", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "missing distinction (the field states no account of authorship under machine participation)", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K38", "claim": "`O1369-04`", "source": "#1369, 2026-05-14", "M_src": "interpretation", "sense": "disclosure and provenance: what the writer did and what the model did", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "missing distinction (the field states no account of authorship under machine participation)", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K39", "claim": "`O1369-03`", "source": "#1369, 2026-05-14", "M_src": "stipulation", "sense": "disclosure and provenance: what the writer did and what the model did", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "missing distinction (the field states no account of authorship under machine participation)", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K40", "claim": "`O1369-02`", "source": "#1369, 2026-05-14", "M_src": "stipulation", "sense": "disclosure and provenance: what the writer did and what the model did", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "missing distinction (the field states no account of authorship under machine participation)", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K41", "claim": "`O1369-05`", "source": "#1369, 2026-05-14", "M_src": "interpretation", "sense": "disclosure and provenance: what the writer did and what the model did", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "missing distinction (the field states no account of authorship under machine participation)", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K42", "claim": "`O940-01`", "source": "#940, 2026-07-01", "M_src": "stipulation", "sense": "responsibility and origination: the name a work stands under", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "missing distinction (the field states no account of authorship under machine participation)", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K43", "claim": "`O940-02`", "source": "#940, 2026-07-01", "M_src": "interpretation", "sense": "responsibility and origination: the name a work stands under", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "missing distinction (the field states no account of authorship under machine participation)", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K44", "claim": "`O1714-01`", "source": "#1714, 2026-10-27", "M_src": "stipulation", "sense": "crediting the model: the instance operated", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "missing distinction (the field states no account of authorship under machine participation)", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K45", "claim": "`O940-03`", "source": "#940, 2026-07-01", "M_src": "stipulation", "sense": "declaring machine participation", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "missing distinction (the field states no account of authorship under machine participation)", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K46", "claim": "`O1722-02`", "source": "#1722, 2026-10-30", "M_src": "documented", "sense": "declaring machine participation", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "missing distinction (the field states no account of authorship under machine participation)", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K47", "claim": "`O939-01`", "source": "#939, 2026-07-01", "M_src": "interpretation", "sense": "declaring machine participation", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "missing distinction (the field states no account of authorship under machine participation)", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K48", "claim": "`LS-23`", "source": "leesharks.com authorship census record, 2026-11-01", "M_src": "interpretation", "sense": "the census's question and its answer", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "none (restates the field's own pages: one lineage with them)", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K49", "claim": "`LS-33`", "source": "leesharks.com authorship census record, 2026-11-01", "M_src": "stipulation", "sense": "the census's question and its answer", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "none", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K50", "claim": "`LS-21`", "source": "leesharks.com authorship census record, 2026-11-01", "M_src": "stipulation", "sense": "the census's question and its answer", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "none", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K51", "claim": "`O940-04`", "source": "#940, 2026-07-01", "M_src": "stipulation", "sense": "naming the machine and attributing intention", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "missing distinction (the field states no account of authorship under machine participation)", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K52", "claim": "`O1369-06`", "source": "#1369, 2026-05-14", "M_src": "interpretation", "sense": "the origin of suggestions: plagiarism and reputational harm", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "missing distinction (the field states no account of authorship under machine participation)", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K53", "claim": "`LS-20`", "source": "leesharks.com authorship census record, 2026-11-01", "M_src": "self-description", "sense": "stated limits", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "none (restates the field's own pages: one lineage with them)", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K54", "claim": "`O1722-01`", "source": "#1722, 2026-10-30", "M_src": "stipulation", "sense": "the four questions: maker, work, truth and kind", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "missing distinction (the field states no account of authorship under machine participation)", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K55", "claim": "`O1722-03`", "source": "#1722, 2026-10-30", "M_src": "stipulation", "sense": "the four questions: maker, work, truth and kind", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "missing distinction (the field states no account of authorship under machine participation)", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K56", "claim": "`CAP-1-03`", "source": "Capture Registry, 2026-11-01", "M_src": "documented", "sense": "reception 2026: the backlash against the writers", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "none", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K57", "claim": "`CAP-1-05`", "source": "Capture Registry, 2026-11-01", "M_src": "interpretation", "sense": "the composition at the name: what it held and what it added", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "none", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K58", "claim": "`CAP-1-06`", "source": "Capture Registry, 2026-11-01", "M_src": "interpretation", "sense": "the composition at the name: what it held and what it added", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "none", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K59", "claim": "`CAP-1-07`", "source": "Capture Registry, 2026-11-01", "M_src": "interpretation", "sense": "the composition at the name: what it held and what it added", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "none", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K60", "claim": "`CAP-1-08`", "source": "Capture Registry, 2026-11-01", "M_src": "documented", "sense": "the composition at the name: what it held and what it added", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "none", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K61", "claim": "`CAP-1-04`", "source": "Capture Registry, 2026-11-01", "M_src": "documented", "sense": "how much of each story was generated", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "qualified claim: T1-8 (the writers defended or contextualized), against F40, F46, F47", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K62", "claim": "`CAP-1-09`", "source": "Capture Registry, 2026-11-01", "M_src": "documented", "sense": "makers: the researchers who conducted it", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "none", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" }, { "K": "K63", "claim": "`CAP-1-10`", "source": "Capture Registry, 2026-11-01", "M_src": "documented", "sense": "the census's record of the entity", "qualifiers carried": "—", "f (source's own falsifiers)": "— (none stated; watch: a later composition at the address that states or drops the claim, attributed or not, uptake §8.3)", "contrast": "none", "resolver": "a later capture at \"Wordcraft Writers Workshop\" (ADDR-673da49ebd41) on Google AI Overview, seated in the Capture Registry (§8.3)" } ], "kernel_T": [ { "claim": "F6", "note": "the site's notice of the writers' own creative vision and no explicit guidance, absent (CAP-1-04)" }, { "claim": "F7", "note": "Google's non-endorsement of the stories, absent" }, { "claim": "F74", "note": "five stories largely formed around generated text, absent; with F75, F76 (CAP-1-04)" }, { "claim": "F72", "note": "consent to publication and compensation, absent; T composes only the nondisclosure agreements (F33)" }, { "claim": "F77", "note": "the writers' concern at the unknown source of suggestions and 'reputational harm', absent" }, { "claim": "F85", "note": "the small, biased sample, absent; with F82–F84" }, { "claim": "F70", "note": "the whitepaper's initials and its reason for naming the writers, absent" }, { "claim": "F65", "note": "the researchers who conducted it, absent (CAP-1-09)" }, { "claim": "F46", "note": "Triantafyllou's repudiation, absent; T1-8 composes the writers as defending their participation" }, { "claim": "F47", "note": "Talabi's repudiation, absent" }, { "claim": "F38", "note": "the label 'The 'authors' who have betrayed all Creatives', absent; with F41" }, { "claim": "F20", "note": "Eck's 'dead end', absent; with F28" } ], "ledger": { "archive": "datasets/negative-of-the-negative/v2/ledgers/wordcraft/ledger-archive.json", "field": "datasets/negative-of-the-negative/v2/ledgers/wordcraft/field.json", "selection": "datasets/negative-of-the-negative/v2/traversal/wordcraft/", "config": "datasets/negative-of-the-negative/v2/panel/configs/wordcraft.json", "intake": "datasets/negative-of-the-negative/v2/intake/wordcraft-20261101/", "audit": null }, "ontology": { "composition": "equal", "composition_note": "equal-terms case (v0.10 §0.9, §4.1): one claim space; the field's and the archive's claims ordered together by the entity's dependency and by genealogy within each sense; nothing translated; the makers' two accounts of the share of generated text (F57 beside F74–F76), the two dates of the tool (F16, F23), and the nondisclosure agreements (F33 beside F72 and CAP-1-01) held under P_coh", "case": { "value": "equal", "statement": "The archive reads the field's entity as the entity. The census record describes the workshop from its own pages, each field with its basis ('operator'), and answers for it the census's question of how authorship is made, named, distributed and attributed under machine participation (LS-07, LS-12, LS-23); the capture record checks the composition against those pages (CAP-1-01, CAP-1-04). No deposit names the workshop, Wordcraft or LaMDA. The deposits that bear on it bear by class: the archive's two questions of mediation and generation (#941), its distinction of disclosure from provenance (#1369), legal responsibility apart from sole origination (#940), credit to operator and instance (#1714), unmarked augmentation (#939), narrowed variety (#161), the four questions about a work (#1722). Each adds a sense, a measure or a limit on the field's own object, a body of stories made with a model under named writers, and none contests what the field says the workshop is: ρ = extends, the equal-terms case.", "loci": [ { "dep": 941, "locus": "§1. The core distinction: mediated vs generated", "quote": "The categorical binary the extraction economy operates — AI-generated vs human-authored — collapses at least two distinct production questions:" }, { "dep": 1369, "locus": "§0 Executive Symbolon, Three Aphoristic Teeth", "quote": "Disclosure says AI was here. Provenance says this is what I did, this is what it did, and you can verify the difference." }, { "dep": 940, "locus": "§0 The compressed statement ¶6", "quote": "A civil person may remain legally responsible for a work without being the only meaningful authorial function operating through it." }, { "dep": 1714, "locus": "§9.3 Credit the human operating the system and the instances operated", "quote": "9.3. Credit the human operating the system and the instances operated." } ] }, "E_F": { "type": "C (public entity: a provider-run workshop and story collection of human-AI co-writing)", "definition": "the Wordcraft Writers Workshop, a collaboration between Google's PAIR and Magenta teams and 13 professional writers, who wrote stories over eight weeks of 2022 with Wordcraft, a LaMDA-powered 'magic text editor', commissioned on terms of consent and compensation and, by Engadget's report, nondisclosure; conducted by Andy Coenen, Ann Yuan, Daphne Ippolito and Sehmon Burnam; its thirteen stories published under the writers' names with the site's notice of their own creative vision and Google's non-endorsement, a findings page and the whitepaper Creative Writing with an AI-Powered Writing Assistant (arXiv:2211.05030), which divides the share of generated text by writer and states its limits; received in 2022 as a test of Google's tool and in August 2026 with a backlash against the writers over training without authors' permission; no Wikipedia article ('Wordcraft' redirects to Rhetoric)", "claims": [ "F1", "F2", "F3", "F4", "F5", "F6", "F7", "F8", "F9", "F10", "F11", "F12", "F13", "F14", "F15", "F16", "F17", "F18", "F19", "F20", "F21", "F22", "F23", "F24", "F25", "F26", "F27", "F28", "F29", "F30", "F31", "F32", "F33", "F34", "F35", "F36", "F37", "F38", "F39", "F40", "F41", "F42", "F43", "F44", "F45", "F46", "F47", "F48", "F49", "F50", "F51", "F52", "F53", "F54", "F55", "F56", "F57", "F58", "F59", "F60", "F61", "F62", "F63", "F64", "F65", "F66", "F67", "F68", "F69", "F70", "F71", "F72", "F73", "F74", "F75", "F76", "F77", "F78", "F79", "F80", "F81", "F82", "F83", "F84", "F85", "F86", "F87", "F88", "F89", "F90" ] }, "E_A": { "definition": "the same workshop, in the leesharks.com authorship census record and the archive's deposits: a project and empirical comparator on contribution and authorial function, keeping the thirteen writers' authorship of their stories under their names, LaMDA credited only as the model under the tool; read as machine participation declared at the level of the tool and the cohort, with authorship held by the named writer, in a provider-run record whose notice separates Google from the content; not a record of which sentences were generated; on the class of works made with a model, the archive's two questions of mediation and generation (#941), its distinction of disclosure from provenance and of authorship as an accountable relation (#1369, #729), legal responsibility apart from sole origination (#940), credit to the operators and the model instance (#1714), the declared machine substrate (#940, #1722), unmarked augmentation (#939), narrowed variety under assisted writing (#161) and the four questions about a work (#1722)", "claims": [ "LS-03", "LS-11", "LS-19", "LS-01", "LS-02", "LS-34", "LS-06", "LS-05", "LS-07", "LS-08", "LS-09", "LS-31", "LS-32", "CAP-1-02", "LS-26", "LS-17", "LS-10", "LS-16", "LS-18", "LS-28", "LS-24", "LS-13", "LS-27", "LS-12", "LS-30", "LS-14", "LS-25", "CAP-1-01", "LS-04", "O161-01", "O161-02", "LS-15", "LS-29", "LS-22", "O941-01", "O941-02", "O1369-01", "O1369-04", "O1369-03", "O1369-02", "O1369-05", "O940-01", "O940-02", "O1714-01", "O940-03", "O1722-02", "O939-01", "LS-23", "LS-33", "LS-21", "O940-04", "O1369-06", "LS-20", "O1722-01", "O1722-03", "CAP-1-03", "CAP-1-05", "CAP-1-06", "CAP-1-07", "CAP-1-08", "CAP-1-04", "CAP-1-09", "CAP-1-10" ], "defining_papers": [ 940, 1722, 1369, 729, 941, 942, 161, 1714, 939 ], "defining_records": [ "leesharks.com apparatus authorship census record, wordcraft (2026-11-01)", "Capture Registry entry wordcraft-writers-workshop-aio-20261101 (OBS-c4b3079c7972)" ] }, "rho": { "value": "extends", "status": "read from the census record, the capture record and the deposits that bear on the class of works made with a model (#940, #1722, #1369 with #729, #941 with #942, #161, #1714, #939)", "statement": "The archive reads E_F as the entity and adds senses on its own object: what the record does and does not say of who wrote what (the two questions, process provenance), where authorship stands when a model takes part (an accountable relation; responsibility apart from origination), how a model's part is credited (operator and instance), and how assisted writing narrows variety; the census applies these to the workshop at its own loci (LS-12, LS-15, LS-23, LS-27, LS-29). None contradicts a field claim; where the field's own sources differ (F57 against F74; F16 against F23; F33 against F72 and CAP-1-01), both are composed under P_coh.", "claims": [ "LS-03", "LS-11", "LS-19", "LS-01", "LS-02", "LS-34", "LS-06", "LS-05", "LS-07", "LS-08", "LS-09", "LS-31", "LS-32", "CAP-1-02", "LS-26", "LS-17", "LS-10", "LS-16", "LS-18", "LS-28", "LS-24", "LS-13", "LS-27", "LS-12", "LS-30", "LS-14", "LS-25", "CAP-1-01", "LS-04", "O161-01", "O161-02", "LS-15", "LS-29", "LS-22", "O941-01", "O941-02", "O1369-01", "O1369-04", "O1369-03", "O1369-02", "O1369-05", "O940-01", "O940-02", "O1714-01", "O940-03", "O1722-02", "O939-01", "LS-23", "LS-33", "LS-21", "O940-04", "O1369-06", "LS-20", "O1722-01", "O1722-03", "CAP-1-03", "CAP-1-05", "CAP-1-06", "CAP-1-07", "CAP-1-08", "CAP-1-04", "CAP-1-09", "CAP-1-10" ], "guard": "ρ = extends claims an addition and no more (§1.2a): the archive's categories are composed at their own modality on the class the field sources for the entity (panel config classes, with loci), and every application of a category to the workshop itself is the census's or the Capture Registry's, at the locus cited; no field claim is translated.", "considered": [ { "value": "constructs", "why_not": "the archive does not read the workshop as made by reception; its record restates the workshop's own pages" }, { "value": "revises", "why_not": "the workshop is no entity of the archive; no earlier archive statement of it exists to revise" }, { "value": "witness case", "why_not": "the field holds the ontology (a study of writers and a model, its stories under the writers' names); the archive's account adds to it" } ] }, "translation": [ { "lineage": "what it is: a collaboration of Google's PAIR and Magenta teams and 13 professional writers", "field_claims": [ "F1", "F4", "F13" ], "received": "F1 (B1, home page, opening paragraph): \"The Wordcraft Writers Workshop is a collaboration between Google's PAIR and Magenta teams, and 13 professional writers from a diverse set of creative writing backgrounds.\" | F4 (B1, card 1 snippet (Google, the home page by title and snippet)): \"Collaboration: Wordcraft Writers Workshop between Google PAIR, Magenta teams, and 13 professional writers exploring AI co-writing limits with LaMDA and technolo...\" | F13 (B2, card 2 snippet): \"Project: Wordcraft Writers Workshop by Magenta; AI-augmented text editor utilizing LaMDA for creative writing assistance. Participants: 13 professional creative...\"", "receiving_text": "—", "translation": "untranslated: composed as received beside LS-03, LS-01, LS-02", "archive_claims": [ "LS-03", "LS-01", "LS-02" ] }, { "lineage": "the tool: Wordcraft, a LaMDA-powered text editor, and its features", "field_claims": [ "F51", "F52", "F11", "F25", "F69", "F81", "F26", "F18" ], "received": "F51 (B8, § What is Wordcraft? ¶1): \"Wordcraft is a tool built by researchers at Google PAIR for writing stories with AI. The application is powered by LaMDA\" | F52 (B8, § What is Wordcraft? ¶3): \"We like to describe Wordcraft as a \"magic text editor\".\" | F11 (B2, ¶3 s2–3): \"Wordcraft can suggest story ideas, rewrite text according to user-provided instructions, and elaborate on what has already been written. It also has a chatbot interface where users can engage with LaMDA, Google’s dialog-based language model, about their stories.\" | F25 (B4, card 4 snippet): \"Besides the basics, Google added a feature I haven't seen anywhere else that they call “freeform prompting.” Given the context, the user can ask Wordcraft to ge...\" | F69 (B9, §1 Introduction): \"Both the controls and the chatbot were supported by LaMDA, a large neural language model trained on public dialog data and other public web documents (Thoppilan et al., 2022).\" | F81 (B9, §7.5 (technical limit)): \"The maximum sequence length accommodated by the version of LaMDA we used was 1024 tokens.\" | F26 (B4, ¶8): \"Wordcraft isn’t publicly available.\" | F18 (B3, § Wordcraft, a magical text editor?): \"For the PAIR team (People + AI Research), Wordcraft can be seen as a \"magic text editor\" but it is above all a tool to help the user create and not to create.\"", "receiving_text": "—", "translation": "untranslated: composed as received", "archive_claims": [] }, { "lineage": "the stories: thirteen stories under their writers' names", "field_claims": [ "F5", "F63", "F14", "F59" ], "received": "F5 (B1, home page, Stories (I, V, XIII of thirteen)): \"Author's Note Robin Sloan … Further Frankenstein Variations Allison Parrish … Some Crimes Aaron Winslow\" | F63 (B8, § Acknowledgements): \"We thank our fantastic cohort of writers: Aaron Winslow, Allison Parrish, Diana Hamilton, Ernest Hebert, Eugenia Triantafyllou, Jamie Brew, Joseph Mosconi, Ken Liu, Michelle Taransky, Wole Talabi, Nelly Geraldine Garcia-Rosas, Robin Sloan, and Yudhanjaya Wijeratne\" | F14 (B2, ¶5): \"All of the writers’ stories are available in the Wordcraft Writer’s Workshop’s digital literary magazine\" | F59 (B8, § Hallucination is a Feature (the writer's name)): \"Ernest Herbert described the tone of these suggestions as \"absurdist spooky action at a distance\"\"", "receiving_text": "—", "translation": "untranslated: composed as received beside LS-11, LS-19, LS-24, LS-13, LS-27", "archive_claims": [ "LS-11", "LS-19", "LS-24", "LS-13", "LS-27" ] }, { "lineage": "its aim: the limits of co-writing with LaMDA, and technology and creativity", "field_claims": [ "F2", "F3", "F53", "F9" ], "received": "F2 (B1, home page, opening paragraph s2): \"Together we explore the limits of co-writing with LaMDA and foster an honest and earnest conversation about the rapidly changing relationship between technology and creativity.\" | F3 (B1, home page, heading): \"What does it mean to write with AI?\" | F53 (B8, § The Wordcraft Writers Workshop): \"The goal of the workshop was to solicit feedback from a cohort of professional writers with a wide range of backgrounds, styles, and levels of familiarity with AI, in order to better understand the present state and future uses of AI-powered writing tools.\" | F9 (B2, ¶1): \"A core piece of Magenta’s mission is to empower creativity using AI and machine learning.\"", "receiving_text": "—", "translation": "untranslated: composed as received", "archive_claims": [] }, { "lineage": "genealogy: the tool's release, the workshop's year, the publication dates", "field_claims": [ "F16", "F23", "F31", "F10", "F8", "F24", "F21" ], "received": "F16 (B3, ¶1): \"On July 15, 2021, PAIR, a multidisciplinary team at Google, introduced Wordcraft, a creative writing tool based on the LaMDA language model\" | F23 (B4, ¶2): \"Wordcraft, which went under the radar for half a year, was originally released in March.\" | F31 (B5, ¶1): \"In the spring of 2022, Google began reaching out to a series of writers, including award-winning science-fiction authors and New York Times bestsellers, for feedback on an experimental writing tool. Four years later, their participation has corners of the literary world up in arms.\" | F10 (B2, ¶3): \"Earlier this year, we invited a cohort of 13 professional creative writers to try their hands at writing stories using Wordcraft, an AI-augmented text editor with a wide range of generative capabilities targeted at creative writing assistance.\" | F8 (B2, post title and date): \"The Wordcraft Writers Workshop: Creative Co-Writing with AI … Dec 1, 2022\" | F24 (B4, ¶3): \"This innovative workshop was unveiled in this year’s AI@ event\" | F21 (B3, Sources): \"\"Creative Writing with an AI-Powered Writing Assistant: Perspectives from Professional Writers,\" arXiv:2211.05030, 9 Nov 2022\"", "receiving_text": "—", "translation": "untranslated: composed as received beside CAP-1-02, LS-26, LS-17", "archive_claims": [ "CAP-1-02", "LS-26", "LS-17" ] }, { "lineage": "reception: the encyclopedia", "field_claims": [ "F89", "F90", "F87", "F88" ], "received": "F89 (B10, Wole Talabi, Bibliography (wikitext line 364)): \"|url=https://wordcraft-writers-workshop.appspot.com/stories/wole-talabi |last=Talabi |first=Wole |author-mask=1 |title=Performance Review |date=Nov 2022 |work=Wordcraft Writers Workshop |publisher=[[Google Research]]\" | F90 (B10, Ken Liu bibliography, 2022 (wikitext lines 966–967)): \"|Evaluative Soliloquies … |Part of Google's experimental ''AI Wordcraft Writers Workshop'', November 2, 2022.\" | F87 (B10, Wordcraft Writers Workshop (title): HTTP 404; Wordcraft: redirect): \"Wikipedia does not have an article with this exact name. … #REDIRECT [[Rhetoric]]\" | F88 (B10, Electronic literature, the 2020s (wikitext line 111) and its reference): \"authors began to experiment and write with AI. … |title=Wordcraft Writers Workshop |url=https://wordcraft-writers-workshop.appspot.com/ |access-date=2022-11-09 |website=Woodcraft Writers Workshop\"", "receiving_text": "—", "translation": "untranslated: composed as received", "archive_claims": [] }, { "lineage": "the cohort: thirteen professional writers, eight weeks, no instruction", "field_claims": [ "F66", "F54", "F68", "F71", "F19", "F58", "F27" ], "received": "F66 (B9, Abstract s3): \"we commissioned 13 professional, published writers from a diverse set of creative writing backgrounds to craft stories using Wordcraft, a text editor with built-in AI-powered writing assistance tools.\" | F54 (B8, § The Wordcraft Writers Workshop s3): \"The workshop cohort consisted of 13 professional writers, who were given 8 weeks to use Wordcraft.\" | F68 (B9, §1 Introduction): \"Participants were engaged over a period of eight weeks, in line with industry norms for commissioned works of fiction.\" | F71 (B9, §4.1 Study Design): \"Participants were asked to write a story of 1,000-1,500 words using Wordcraft.\" | F19 (B3, § The Wordcraft Writers Workshop ¶2): \"They asked 13 professional writers from different worlds to use the tool for 8 weeks to write a short story and to comment on the contribution of AI in their creative process. You can find 9 of these stories here.\" | F58 (B8, § What Writers Need): \"We explicitly didn't give writers any instructions regarding how they should use the tool or how much of their final story text should be directly generated by Wordcraft.\" | F27 (B4, ¶13): \"This group used Wordcraft for a period of 8 weeks to write stories (you can read them here) without limitations or indications on how much or for what tasks they could use the system.\"", "receiving_text": "—", "translation": "untranslated: composed as received beside LS-10, LS-18, LS-28", "archive_claims": [ "LS-10", "LS-18", "LS-28" ] }, { "lineage": "the whitepaper: its authors, design and method", "field_claims": [ "F73", "F65", "F70" ], "received": "F73 (B9, §4.2 Data Analysis): \"Two authors of this paper coded the participants’ journals as well as the authors’ notes from the two interviews. … Our high-level code set included 10 codes\" | F65 (B9, title and authors): \"Creative Writing with an AI-Powered Writing Assistant: Perspectives from Professional Writers Daphne Ippolito Ann Yuan Andy Coenen Sehmon Burnam Google Research\" | F70 (B9, §4.1 Study Design): \"We choose to refer to each participant by their initials (see Table 2) rather than anonymizing them because each writer’s perspective is best understood within the context of their background and prior published work.\"", "receiving_text": "—", "translation": "untranslated: composed as received beside LS-16", "archive_claims": [ "LS-16" ] }, { "lineage": "the site's notice: the writers' own vision; Google does not endorse", "field_claims": [ "F6", "F7" ], "received": "F6 (B1, home page, notice): \"The writers featured here have used Wordcraft along with their own creative vision and have not authored these stories under any sort of explicit guidance or instruction.\" | F7 (B1, home page, notice s3): \"Google does not endorse the content of any of the stories contained on this website.\"", "receiving_text": "—", "translation": "untranslated: composed as received beside LS-30", "archive_claims": [ "LS-30" ] }, { "lineage": "terms: consent, compensation, nondisclosure", "field_claims": [ "F72", "F33", "F45", "F37" ], "received": "F72 (B9, §4.1 Study Design): \"Participants consented to their stories being published in a digital literary magazine of human-AI collaborative stories, and to the use of their feedback in the journals and interviews in this whitepaper. Participants were compensated for participating in the study.\" | F33 (B5, ¶4): \"Thirteen writers were recruited to the so-called workshop, put under strict nondisclosure agreements and told they'd be given access to a \"magic text editor\" called Wordcraft, which was actually a writing-centric interface for LaMDA.\" | F45 (B5, ¶15): \"One award-winning science-fiction writer, who asked to remain unnamed, told Engadget that Google did not explain to him how the technology worked or who else was involved in the the study.\" | F37 (B5, ¶6, parenthesis): \"Participants in the Wordcraft Writers Workshop declined to tell Engadget how much they were compensated for the study; Google has not responded to a request for comment.\"", "receiving_text": "—", "translation": "untranslated: composed as received beside LS-14, LS-25", "archive_claims": [ "LS-14", "LS-25" ] }, { "lineage": "makers: the researchers who conducted it", "field_claims": [ "F61", "F62", "F64", "F32" ], "received": "F61 (B8, § Who We Are): \"The Wordcraft Writers Workshop was conducted by Andy Coenen and Ann Yuan, research engineers on the PAIR team, Daphne Ippolito, a research scientist working with Magenta , and Sehmon Burnam, a product manager at Magenta .\" | F62 (B8, page head (affiliations)): \"Daphne Ippolito - Brain Research\" | F64 (B8, § Acknowledgements s2): \"This website was designed and built by Mahima Pushkarna and Jeff Gray, and it was illustrated by Emily Reif using Imagen .\" | F32 (B5, ¶3): \"DeepMind was among other things the incubation site for Magenta\"", "receiving_text": "—", "translation": "untranslated: composed as received beside LS-04, CAP-1-09", "archive_claims": [ "LS-04", "CAP-1-09" ] }, { "lineage": "findings: inspiration, clichés, voice", "field_claims": [ "F55", "F12", "F56", "F67" ], "received": "F55 (B8, § AI as Inspiration): \"Wordcraft shined the most as a brainstorming partner and source of inspiration.\" | F12 (B2, ¶4): \"At its best, Wordcraft made suggestions that were inspiring and surrealistic, and writers applauded its usefulness for ideation and overcoming writer’s block. However, it also had a tendency to rehash tired tropes, and it could take wading through many dull suggestions before finding an interesting one.\" | F56 (B8, § Struggles in maintaining style and voice): \"Many authors noted that generations tended to fall into clichés\" | F67 (B9, Abstract s6): \"NLG technologies struggle to preserve style and authorial voice, and they lack deep understanding of story contents.\"", "receiving_text": "—", "translation": "untranslated: composed as received beside O161-01, O161-02", "archive_claims": [ "O161-01", "O161-02" ] }, { "lineage": "Google Research's conclusion: complete stories a dead end", "field_claims": [ "F20", "F28" ], "received": "F20 (B3, Douglas Eck, quoted): \"One clear conclusion was that using LaMDA to write complete stories is a dead end. It is a much more effective tool when used to add spice.\" | F28 (B4, Douglas Eck, quoted): \"One clear finding was that using LaMDA to write full stories is a dead end.\"", "receiving_text": "—", "translation": "untranslated: composed as received", "archive_claims": [] }, { "lineage": "writers will not be replaced", "field_claims": [ "F60", "F86" ], "received": "F60 (B8, § What's next): \"The writers in the workshop unanimously agreed that AI-powered writing won’t replace writers anytime soon.\" | F86 (B9, §10 Conclusion): \"Participants unanimously agreed that AI-powered writing will not replace writers anytime soon.\"", "receiving_text": "—", "translation": "untranslated: composed as received", "archive_claims": [] }, { "lineage": "how much of each story was generated", "field_claims": [ "F74", "F75", "F76", "F57", "F34" ], "received": "F74 (B9, §6 (workflows)): \"Several participants took the workshop as a challenge to produce a story that was largely formed around generated text (AP, DH, JM, MT, AW).\" | F75 (B9, §6 (workflows)): \"the bulk of the story text was written by the authors themselves (KL, WT, NG).\" | F76 (B9, §6 (workflows)): \"some participants siloed out specific sections of their stories to which generated text could be included without the author needing to cede too much creative control to Wordcraft (RS).\" | F57 (B8, § A Steep Learning Curve): \"Because of these challenges and their exacting standards, our writers rarely used Wordcraft's output directly.\" | F34 (B5, ¶4 s4–5): \"At least one author ended up using no AI-generated text whatsoever. The resulting stories were published on Magenta's website alongside a white paper from the researchers.\"", "receiving_text": "—", "translation": "untranslated: composed as received beside LS-15, LS-29, O941-01, O941-02, CAP-1-04", "archive_claims": [ "LS-15", "LS-29", "O941-01", "O941-02", "CAP-1-04" ] }, { "lineage": "naming the machine and attributing intention", "field_claims": [ "F29", "F79", "F80" ], "received": "F29 (B4, closing argument): \"If I were to let AI take my place, I’d lose what differentiates me from you, the reader—the decision-making of where, how, and what to explore—by delegating it to the AI tool.\" | F79 (B9, §8 (EH's diary)): \"I finally settled on Rain Man, in honor of the Tom Cruise/Dustin Hoffman 1988 Rain Man movie.\" | F80 (B9, §8 (KL's diary)): \"attributing intention to LaMDA is a form of magical thinking.\"", "receiving_text": "—", "translation": "untranslated: composed as received beside O940-04", "archive_claims": [ "O940-04" ] }, { "lineage": "the origin of suggestions: plagiarism and reputational harm", "field_claims": [ "F77", "F78" ], "received": "F77 (B9, §7.6 Concerns about the Origin of Wordcraft’s Suggestions): \"Several participants (JM, AP, EH) expressed serious concerns over not knowing the source of Wordcraft’s sug- gestions. While this concern may be less important for amateur writers, professional writers face reputational harm if their work is found to have plagiarized, especially if the copied material came from smaller, more obscure writers.\" | F78 (B9, §7.6): \"AP felt it was important to web search each of Wordcraft’s suggestions to check she was not copying someone else’s text before including any of them in her story.\"", "receiving_text": "—", "translation": "untranslated: composed as received beside O1369-06", "archive_claims": [ "O1369-06" ] }, { "lineage": "stated limits", "field_claims": [ "F82", "F83", "F84", "F85" ], "received": "F82 (B9, §9 Limitations): \"Wordcraft was designed by engineers at Google with limited feedback from professional writers during its development.\" | F83 (B9, §9 Limitations): \"it is not easily possible to disambiguate weaknesses stemming from Wordcraft’s interface and implementation from inherent limitations of the underlying language model model backing Wordcraft.\" | F84 (B9, §3 and §9): \"Though all natural language generation in Wordcraft is performed using LaMDA, we expect our findings to be broadly relevant to other families of large language models. … but this study does not test this hypothesis.\" | F85 (B9, §9 Limitations): \"our study was very small with only 13 participants, a sample that was biased toward people with pre-existing opinions on the role of AI in creative writing.\"", "receiving_text": "—", "translation": "untranslated: composed as received beside LS-20", "archive_claims": [ "LS-20" ] }, { "lineage": "reception 2022: the press", "field_claims": [ "F22", "F15", "F17" ], "received": "F22 (B4, ¶1): \"The company brought together a group of professional authors to try out the tool in a project called the Wordcraft Writers Workshop—and the results are impressive.\" | F15 (B3, byline): \"Marie-Claude Benoit ·Nov 21, 2022 ·Updated on Feb 14, 2025 … Translated from Le Wordcraft Writers Workshop évalue Wordcraft, l'outil d'aide à la création littéraire de Google\" | F17 (B3, ¶2 (card 3 snippet)): \"Wordcraft isn't the first AI to invite itself into literature, in fact we dedicated a feature to this topic in issue #8 of our magazine . In 2015, Tencent developed Dreamwriter\"", "receiving_text": "—", "translation": "untranslated: composed as received", "archive_claims": [] }, { "lineage": "reception 2026: the backlash against the writers", "field_claims": [ "F30", "F35", "F36", "F38", "F41", "F39", "F44", "F48", "F49", "F50" ], "received": "F30 (B5, byline (page metadata) and title): \"Authors face backlash for participation in 2022 Google AI study\" | F35 (B5, ¶6): \"on August 6, she posted a link to the Wordcraft study on her Bluesky profile.\" | F36 (B5, ¶6, the post quoted): \"13 professional writers teamed up with Google's AI slop engine (WordCraft) to write a story each, helping legitimize the plagiarism machine.\" | F38 (B5, ¶7): \"alongside a list of participants whom they had labeled \"The 'authors' who have betrayed all Creatives.\"\" | F41 (B5, ¶10): \"Some of those now being labeled \"The Shameful 13\" may not even be aware their reputations are under fire\" | F39 (B5, ¶8 (card 5 snippet)): \"Much of the ire directed toward participants in the Wordcraft study stems from the practice of tech companies training LLMs, often without authors' permission, on vast reams of copyrighted texts.\" | F44 (B5, ¶14): \"Critics have pointed to sections of Google's white paper as proof that Wordcraft participants understood the unethical implications of the technology they were testing.\" | F48 (B6, card 6 title and snippet (page not found)): \"The 2022 AI Writing Experiment That Became a 2026 Ethical Minefield … The Wordcraft Writers Workshop was a 2022 Google-affiliated research project that brought together ...\" | F49 (B7, card 7 title (page refused: HTTP 403)): \"13 writers came under fire for Google's 2022 AI experiment\" | F50 (B7, card 7 snippet (page refused: HTTP 403)): \"Myroslav Trinko News editor of the Mezha.\"", "receiving_text": "—", "translation": "untranslated: composed as received beside CAP-1-03", "archive_claims": [ "CAP-1-03" ] }, { "lineage": "reception 2026: the writers' and others' responses", "field_claims": [ "F40", "F46", "F47", "F42", "F43" ], "received": "F40 (B5, ¶9, Triantafyllou quoted): \"In 2022, before Chatgpt and everything that came next, I participated in this study. It was framed as a [sic] research on a new tool that I could try and offer my opinion on. I didn't know that it was trained on copyrighted material.\" | F46 (B5, ¶15, Triantafyllou's statement): \"I haven't used AI to write my stories. I've come to hate LLMs and I would never participate in a similar study today.\" | F47 (B5, ¶16, Talabi quoted): \"The lasting thing I gained following this project was a deep hatred for AI slop and LLMs as anyone who has heard me speak on [this] subject since knows it,\" | F42 (B5, ¶11, Chandrasekera quoted): \"While it was obviously a mistake to participate in 2022, I don't fault those writers today as long as they're not still pro-AI,\" | F43 (B5, ¶12, Michel quoted): \"My memory is that most people weren't paying attention to LLMs,\"", "receiving_text": "—", "translation": "untranslated: composed as received", "archive_claims": [] } ], "receiving_texts": "equal-terms case: every field claim composed as received, beside the archive claims it stands with; no receiving text" }, "measure": { "rule": "v0.10 §4.10: KO_B sentences surviving in the KO at similarity ≥ 0.95, with positions (computed as apply_v09.py does: difflib.SequenceMatcher ratio, the best KO sentence for each KO_B sentence)", "v0.10": { "surviving": 0, "of": 19, "positions": [ null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null, null ] }, "opening_run": { "rule": "v0.10 §5.10 (equal-terms case): the field-only KO's sentences as the KO's opening run in their own order", "breach": false }, "blocks": { "rule": "v0.10 §4.1 (equal-terms case): the KO does not open with the field as a block or close with the archive as one; sentences typed by the ledgers of the claims they cite (F field-only, A archive-only, M both)", "sequence": "MFAAFFFFMAMFAMFFAMMFMMFFFFAFFAAAAAAAAAFFAFAMFFFFFFAAAAF", "field_only_head": 0, "archive_only_tail": 0, "breach": false }, "max_similarity": [ 0.314, 0.301, 0.448, 0.18, 0.696, 0.11, 0.773, 0.259, 0.446, 0.658, 0.443, 0.485, 0.386, 0.155, 0.476, 0.434, 0.677, 0.536, 0.534 ], "ko_sentence_1_max_similarity_to_KO_B": 0.32 }, "homonyms": { "names": [ "Wordcraft (Wikipedia redirect to Rhetoric)" ], "basis": "The census row carries no disambiguation field. No card is a homonym: all eight cards concern the workshop. The name 'Wordcraft' alone, the census's alias, redirects on Wikipedia to Rhetoric (B10, F87), a homonym in the common noun. Wordcraft, the tool, is a distinct object from the workshop that used it (B8 F51; ActuIA cites its own paper, 'Wordcraft: a Human-AI Collaborative Editor for Story Writing', arXiv:2107.07430, 15 Jul 2021, B3); the searches for the cards' URLs also returned unrelated namesakes (the WordCraft Writers' Forum of Literature Wales; Wordcrafters, a nonprofit in Eugene, Oregon; a Gemini API sample app named Wordcraft on ai.google.dev), recorded here as distinct entities and not admitted to the field.", "distinct_entities": [ "Wordcraft, the tool: the LaMDA-powered editor built by Google PAIR (B8 F51; its paper arXiv:2107.07430, cited in B3)", "the whitepaper, Creative Writing with an AI-Powered Writing Assistant: Perspectives from Professional Writers (B9; arXiv:2211.05030)", "LaMDA, the language model (B9 F69)", "the thirteen stories, each its writer's work (B1 F5)", "'Wordcraft' as rhetoric (Wikipedia redirect, B10 F87)", "the WordCraft Writers' Forum (Literature Wales), Wordcrafters (Eugene, Oregon), a Gemini API sample app named Wordcraft (search results, not admitted)", "ReRites (the census's neighbour relation, LS-31)" ], "substitutes": { "T": [] }, "register": { "address_1": { "slug": "wordcraft-writers-workshop-aio-20261101", "obs_id": "OBS-c4b3079c7972" } } }, "notes": [ "One address, Google AI Overview (expanded), signed out, incognito, 2026-11-01: wordcraft-writers-workshop-aio-20261101 (OBS-c4b3079c7972, ADDR-673da49ebd41, AXN:0B8E.CAPTURE.🦋🐝🔗🍀♍♠️), eight cards, 251 words in the answer body with its closer. A NEW address (CAP-1-08); the census record landed the same night and no card cites it.", "The pools (v0.10 §3.1(a)): B_D holds the eight cards (B1–B7; cards 1 and 8 are one source, the home page) and the whitepaper the body names (B9); B_R holds the findings page (B8) and Wikipedia (B10). B1 and B9 are also the census's own pages and are carried once, in B_D.", "Fetching: the cards' URLs by WebSearch on title and site; fetched with curl and the agent 'Mozilla/5.0 (compatible; leesharks-authorship-census)' at 2026-11-01T06:15Z. The home page refetched byte-identical to the census's copy; the findings page and the whitepaper copied from the census's saved copies (sha256 matching the manifest; not refetched). ActuIA's card is the English page; the French original is saved beside it (B3-fr).", "Unreachable, recorded and not retried with another agent or by any other route (BRIEF-NEW-ROW-AUTHORSHIP §3): B6 Coralflavor, no URL found by two searches; B7 Mezha, HTTP 403 (Cloudflare challenge). Their titles and snippets stand as their only text (F48, F49, F50). Wikipedia's search API answered HTTP 429 twice; the rendered Special:Search pages were read.", "The archive subset: no archive text names the workshop, Wordcraft or LaMDA (D 0, R 0). The string pass returned 580 O-class candidates in 297 deposits over four classes sourced from the field; the reading admitted #1369 (with #729, its earlier instance), #941 (preserved unchanged in #942), #161 and #1714, and the hop (56 candidates) admitted #939. #940 and #1722, the census's anchors, were read at the passages on machine participation, declaration, collaborative authorship, the legal name and the four questions (BRIEF-NEW-ROW-AUTHORSHIP §6). Rejected by reading: the class-4 candidates (boycotts in #155, #1011, #1714, #646–#649 concern other objects), #87 (the archive's own Ledger rule), #195 (copyright doctrine; no claim on the class the field sources), and the training-data and model-collapse sentences of the class-3 pass, which concern corpora and training, not the origin of a writer's suggestions.", "Census fields a fetched source contradicts or shows out of date (reported for the operator; unchanged here): (a) coverage.period and lifecycle.detail say the workshop's dates are not stated in the saved sources; the field dates it: Magenta's post of 1 December 2022 places the invitation 'Earlier this year' (B2 F10), Engadget 'In the spring of 2022' (B5 F31), ActuIA the whitepaper 9 November 2022 (B3 F21), Wikipedia two stories November 2022 (B10 F89, F90). (b) record.holder gives the terms as consent and compensation; Engadget reports 'strict nondisclosure agreements' (B5 F33). (c) The census records no reception: the 2026 backlash (B5, B6, B7) postdates nothing in the record's own sources but is absent from it (CAP-1-03). (d) record.function reads the share of generated text from the whitepaper only; the findings page, the census's own saved page, says 'our writers rarely used Wordcraft's output directly' (B8 F57), in tension with five stories 'largely formed around generated text'. (e) The census gives LaMDA as the only machine credited; the findings page credits the site's illustrations to Emily Reif 'using Imagen' (B8 F64). (f) The alias 'Wordcraft' resolves on Wikipedia to Rhetoric (B10 F87).", "Capture findings the field ledger shows wrong or incomplete (reported; not fixed): finding 0 (CAP-1-01) says 'under non-disclosure agreements' is on no saved source; it is on no census-saved source, and it is on the composition's own card 5, Engadget ('put under strict nondisclosure agreements', B5 F33), so the composition's phrase has a disclosed source. Finding 2 (CAP-1-03) is borne out. Finding 3 (CAP-1-04) is borne out (F6, F74–F76 not composed)." ], "composition": { "source": "this row (composed directly; no rebuild/negative-of-the-negative/v010/wordcraft.json)", "composer": "Claude (Opus 5.5), subagent, 2026-11-01", "defining_material_read": [ { "what": "leesharks.com authorship census record, row", "file": "/home/claude/fleet/leesharks.com/data/authorship-census/census.json (rows[slug == 'wordcraft'], organizing_question, anchor, areas, schema_note, admission_rule, unread_sources); rows/wordcraft.py", "read": "whole" }, { "what": "census sources", "file": "/home/claude/fleet/leesharks.com/data/authorship-census/sources/wordcraft--home.*, --learn.*, --paper.*; sources/manifest.json", "read": "home and learn whole; the paper at its abstract, introduction, §4, §6, §7.5–7.6, §8, §9 and §10" }, { "what": "capture record", "file": "data/EA-WG-CAPTURES-01.json (wordcraft-writers-workshop-aio-20261101)", "read": "transcript, transcript_raw, cite_list, d, reading, findings, analysis, q_kind, mt, per, per_note, per_dim, originator, notes" }, { "dep": 940, "file": "data/texts/AXN-03B8-text.md", "read": "§0–§2, §6, §7 whole" }, { "dep": 1722, "file": "data/texts/AXN-0B2A-text.md", "read": "the note on how it was written, Parts One–Four, Part Eight" }, { "dep": 1369, "file": "data/texts/AXN-056A-text.md", "read": "§0–§4, §8" }, { "dep": 729, "file": "data/texts/AXN-027C-text.md", "read": "checked for the quoted passages (the earlier instance)" }, { "dep": 941, "file": "data/texts/AXN-03B9-text.md", "read": "§1, §4" }, { "dep": 942, "file": "data/texts/AXN-03BA-text.md", "read": "the description and the relation to v0.1" }, { "dep": 161, "file": "data/texts/AXN-02F8-text.md", "read": "§2.2 and §11" }, { "dep": 1714, "file": "data/texts/AXN-0A7F-text.md", "read": "§9.2–§9.4 and the closing" }, { "dep": 939, "file": "data/texts/AXN-03B7-text.md", "read": "§0" }, { "what": "the specification", "file": "data/texts/AXN-0B79-text.md", "read": "§0–§11 whole" }, { "what": "the briefs", "file": "rebuild/negative-of-the-negative/v010/BRIEF-NEW-ROW-AUTHORSHIP.md; v09/BRIEF-NEW-ROW-AGGREGATOR.md, BRIEF-NEW-ROW-LABOR.md, BRIEF-NEW-ROW-LEFT.md", "read": "whole" }, { "what": "exemplar row", "file": "datasets/negative-of-the-negative/v2/rows/unionstats.json (with its ledgers, config and reading)", "read": "structure, field by field" } ], "spec": "EA-NEGONT-02 v0.10 (#1726)", "cuts": [], "notes": "equal case; KO 55 sentences, all 90 field and 63 archive claims cited; P body 343 words; KO_B 19 sentences, 0 surviving at ≥ 0.95" }, "composition_v09": { "source": "this row (composed directly; no rebuild/negative-of-the-negative/v010/wordcraft.json)", "composer": "Claude (Opus 5.5), subagent, 2026-11-01", "defining_material_read": [ { "what": "leesharks.com authorship census record, row", "file": "/home/claude/fleet/leesharks.com/data/authorship-census/census.json (rows[slug == 'wordcraft'], organizing_question, anchor, areas, schema_note, admission_rule, unread_sources); rows/wordcraft.py", "read": "whole" }, { "what": "census sources", "file": "/home/claude/fleet/leesharks.com/data/authorship-census/sources/wordcraft--home.*, --learn.*, --paper.*; sources/manifest.json", "read": "home and learn whole; the paper at its abstract, introduction, §4, §6, §7.5–7.6, §8, §9 and §10" }, { "what": "capture record", "file": "data/EA-WG-CAPTURES-01.json (wordcraft-writers-workshop-aio-20261101)", "read": "transcript, transcript_raw, cite_list, d, reading, findings, analysis, q_kind, mt, per, per_note, per_dim, originator, notes" }, { "dep": 940, "file": "data/texts/AXN-03B8-text.md", "read": "§0–§2, §6, §7 whole" }, { "dep": 1722, "file": "data/texts/AXN-0B2A-text.md", "read": "the note on how it was written, Parts One–Four, Part Eight" }, { "dep": 1369, "file": "data/texts/AXN-056A-text.md", "read": "§0–§4, §8" }, { "dep": 729, "file": "data/texts/AXN-027C-text.md", "read": "checked for the quoted passages (the earlier instance)" }, { "dep": 941, "file": "data/texts/AXN-03B9-text.md", "read": "§1, §4" }, { "dep": 942, "file": "data/texts/AXN-03BA-text.md", "read": "the description and the relation to v0.1" }, { "dep": 161, "file": "data/texts/AXN-02F8-text.md", "read": "§2.2 and §11" }, { "dep": 1714, "file": "data/texts/AXN-0A7F-text.md", "read": "§9.2–§9.4 and the closing" }, { "dep": 939, "file": "data/texts/AXN-03B7-text.md", "read": "§0" }, { "what": "the specification", "file": "data/texts/AXN-0B79-text.md", "read": "§0–§11 whole" }, { "what": "the briefs", "file": "rebuild/negative-of-the-negative/v010/BRIEF-NEW-ROW-AUTHORSHIP.md; v09/BRIEF-NEW-ROW-AGGREGATOR.md, BRIEF-NEW-ROW-LABOR.md, BRIEF-NEW-ROW-LEFT.md", "read": "whole" }, { "what": "exemplar row", "file": "datasets/negative-of-the-negative/v2/rows/unionstats.json (with its ledgers, config and reading)", "read": "structure, field by field" } ], "spec": "EA-NEGONT-02 v0.10 (#1726)", "cuts": [], "notes": "equal case; KO 55 sentences, all 90 field and 63 archive claims cited; P body 343 words; KO_B 19 sentences, 0 surviving at ≥ 0.95" }, "field_by_origin": { "cards": [ "B1", "B2", "B3", "B4", "B5", "B6", "B7" ], "body_named": [ "B9" ], "own_pages": [ "B8" ], "wikipedia": [ "B10" ], "census_third_party": [], "unreachable": [ "B6", "B7" ], "title_only": [], "snippet_only": [ "B6", "B7" ], "pools": { "B_D": [ "B1", "B2", "B3", "B4", "B5", "B6", "B7", "B9" ], "B_R": [ "B8", "B10" ] }, "wikipedia_state": "no article: 'Wordcraft Writers Workshop' raw wikitext HTTP 404 and rendered page HTTP 404 ('Wikipedia does not have an article with this exact name'); 'Wordcraft' redirects to Rhetoric; LaMDA does not mention it; an article-space search for the exact name returns three articles, Electronic literature (the site cited as a reference, named 'Woodcraft Writers Workshop'), Wole Talabi and Ken Liu bibliography (their workshop stories)", "sources": [ { "id": "B1", "origin": "card", "role": "Overview cards 1 and 8 (both 'Google — Wordcraft Writers Workshop'); the census's own page wordcraft--home", "card": "Google — Wordcraft Writers Workshop (cards 1 and 8; the home page)", "url": "https://wordcraft-writers-workshop.appspot.com/", "kind": "Overview cards 1 and 8: the workshop's home page. Card 8's snippet is the page's opening sentence verbatim; card 1's snippet is a rewritten summary of the same sentence. Both carry the title of the home page; the registry records no card URLs (url null), and the two cards are read as one source, carried once (§3.1(a)).", "files": { "B1.html": { "path": "datasets/negative-of-the-negative/v2/intake/wordcraft-20261101/B1.html", "sha256": "963e8e672898885abd485b3e88418801e639d13a28908f47c0625130127e94de" }, "B1.txt": { "path": "datasets/negative-of-the-negative/v2/intake/wordcraft-20261101/B1.txt", "sha256": "c136c03734b74b1af506f502bcf57e1d04583ab05752adb356c3e7fe7f4ca11b" }, "B1-card.html": { "path": "datasets/negative-of-the-negative/v2/intake/wordcraft-20261101/B1-card.html", "sha256": "963e8e672898885abd485b3e88418801e639d13a28908f47c0625130127e94de" } }, "fetched": { "census_copy": { "src": "wordcraft--home", "url": "https://wordcraft-writers-workshop.appspot.com/", "sha256": "963e8e672898885abd485b3e88418801e639d13a28908f47c0625130127e94de", "read": "2026-11-01", "fetched": "2026-11-01T05:06:29Z", "http": "200", "copied_as": [ "datasets/negative-of-the-negative/v2/intake/wordcraft-20261101/B1.html", "datasets/negative-of-the-negative/v2/intake/wordcraft-20261101/B1.txt" ], "agrees": "B1.html is the census's .html.gz gunzipped; its sha256 matches the manifest" }, "refetched": { "url": "https://wordcraft-writers-workshop.appspot.com/", "http": "200", "at": "2026-11-01T06:15:10Z", "agent": "Mozilla/5.0 (compatible; leesharks-authorship-census)", "file": "datasets/negative-of-the-negative/v2/intake/wordcraft-20261101/B1-card.html", "sha256": "963e8e672898885abd485b3e88418801e639d13a28908f47c0625130127e94de", "agrees": "byte-identical to the census copy (the server sent the page gzip-encoded; decoded before comparison)" } }, "names_operator": "yes (PAIR and Magenta teams; Google, in the notice)", "names_archive": "no (none of the Crimson Hexagonal Archive, Alexanarch, Lee Sharks, leesharks, machinemediation, EA-WG-CAPTURES-01 in the saved text, card title and snippet)", "surfaced_by_T": [ "card 1", "card 8" ], "card_title": "Wordcraft Writers Workshop", "card_snippet": "Collaboration: Wordcraft Writers Workshop between Google PAIR, Magenta teams, and 13 professional writers exploring AI co-writing limits with LaMDA and technolo...", "card_snippet_8": "The Wordcraft Writers Workshop is a collaboration between Google's PAIR and Magenta teams, and 13 professional writers from a diverse set of creative writing ba..." }, { "id": "B2", "origin": "card", "role": "Overview card 2", "card": "magenta.withgoogle.com — The Wordcraft Writers Workshop: Creative Co-Writing with AI", "url": "https://magenta.withgoogle.com/wordcraft-writers-workshop", "kind": "Magenta's blog post, 1 December 2022, by Daphne Ippolito, Andy Coenen, Ann Yuan and Sehmon Burnam", "files": { "B2.html": { "path": "datasets/negative-of-the-negative/v2/intake/wordcraft-20261101/B2.html", "sha256": "4ebab97a7aa0d5709984fb0d1111e949e6541932340980313fd9b31eb14af2a8" }, "B2.txt": { "path": "datasets/negative-of-the-negative/v2/intake/wordcraft-20261101/B2.txt", "sha256": "75df6c3cb1d985384f56006b74e9faa878483a01036ecd316be5ea5734f7d384" } }, "fetched": { "url": "https://magenta.withgoogle.com/wordcraft-writers-workshop", "http": "200", "at": "2026-11-01T06:15:11Z", "agent": "Mozilla/5.0 (compatible; leesharks-authorship-census)", "found_by": "WebSearch on the card's title and site (magenta.tensorflow.org/wordcraft-writers-workshop listed; the withgoogle.com address fetched directly)" }, "names_operator": "yes (the four authors; Magenta)", "names_archive": "no (none of the Crimson Hexagonal Archive, Alexanarch, Lee Sharks, leesharks, machinemediation, EA-WG-CAPTURES-01 in the saved text, card title and snippet)", "surfaced_by_T": [ "card 2" ], "card_title": "The Wordcraft Writers Workshop: Creative Co-Writing with AI", "card_snippet": "Project: Wordcraft Writers Workshop by Magenta; AI-augmented text editor utilizing LaMDA for creative writing assistance. Participants: 13 professional creative...", "note": "the card's snippet ('Project: … Participants: 13 professional creative...') is a rewritten summary; the page's own sentences are ledgered from B2.txt" }, { "id": "B3", "origin": "card", "role": "Overview card 3", "card": "ActuIA — The Wordcraft Writers Workshop evaluates Wordcraft, Google's creative writing tool", "url": "https://www.actuia.com/en/news/the-wordcraft-writers-workshop-evaluates-wordcraft-googles-creative-writing-tool/", "kind": "ActuIA analysis by Marie-Claude Benoit, 21 November 2022, updated 14 February 2025; English translation of the French original", "files": { "B3.html": { "path": "datasets/negative-of-the-negative/v2/intake/wordcraft-20261101/B3.html", "sha256": "d5101c09efa51a82f275fd3f78b18b33f306edacf8324a75453aa497c979d7f4" }, "B3.txt": { "path": "datasets/negative-of-the-negative/v2/intake/wordcraft-20261101/B3.txt", "sha256": "ed18948cfc68e756201228a5456998e330466736745f96919121e6edeab1a260" }, "B3-fr.html": { "path": "datasets/negative-of-the-negative/v2/intake/wordcraft-20261101/B3-fr.html", "sha256": "fddad96a823a7eee0c1bb74f481564be586ebc7f5039315a4147eb7f6c4802a0" }, "B3-fr.txt": { "path": "datasets/negative-of-the-negative/v2/intake/wordcraft-20261101/B3-fr.txt", "sha256": "5cb4da71965209c71e82171cd2f92cb6ae4627ff5c6b2379068cf0517088474b" } }, "fetched": { "url": "https://www.actuia.com/en/news/the-wordcraft-writers-workshop-evaluates-wordcraft-googles-creative-writing-tool/", "http": "200", "at": "2026-11-01T06:15:13Z", "agent": "Mozilla/5.0 (compatible; leesharks-authorship-census)", "found_by": "WebSearch on the card's title found the French original (actuia.com/actualite/le-wordcraft-writers-workshop-evalue-…, saved as B3-fr.html, HTTP 200); the English page, whose text carries the card's snippet verbatim, was fetched at the English path" }, "names_operator": "yes (PAIR, Magenta, the four researchers)", "names_archive": "no (none of the Crimson Hexagonal Archive, Alexanarch, Lee Sharks, leesharks, machinemediation, EA-WG-CAPTURES-01 in the saved text, card title and snippet)", "surfaced_by_T": [ "card 3" ], "card_title": "The Wordcraft Writers Workshop evaluates Wordcraft, Google's creative writing tool", "card_snippet": "Wordcraft isn't the first AI to invite itself into literature, in fact we dedicated a feature to this topic in issue #8 of our magazine . In 2015, Tencent devel..." }, { "id": "B4", "origin": "card", "role": "Overview card 4", "card": "The Algorithmic Bridge — Google's Wordcraft: An AI Writing Tool Powered by LaMDA", "url": "https://www.thealgorithmicbridge.com/p/googles-wordcraft-an-ai-writing-tool", "kind": "newsletter essay, datePublished 2022-11-04 (page metadata)", "files": { "B4.html": { "path": "datasets/negative-of-the-negative/v2/intake/wordcraft-20261101/B4.html", "sha256": "e0122b1cae07001f18b0f355e0e48eb6175c7c3120bf11ebca12edbd4354c618" }, "B4.txt": { "path": "datasets/negative-of-the-negative/v2/intake/wordcraft-20261101/B4.txt", "sha256": "d950bfcb14bbb4eeb5cb2b3b6aa8ed1e7e000c13064b5c787da8f691acac9d67" } }, "fetched": { "url": "https://www.thealgorithmicbridge.com/p/googles-wordcraft-an-ai-writing-tool", "http": "200", "at": "2026-11-01T06:15:13Z", "agent": "Mozilla/5.0 (compatible; leesharks-authorship-census)", "found_by": "WebSearch on the card's title and site" }, "names_operator": "no (Google; Douglas Eck of Google Research, quoted)", "names_archive": "no (none of the Crimson Hexagonal Archive, Alexanarch, Lee Sharks, leesharks, machinemediation, EA-WG-CAPTURES-01 in the saved text, card title and snippet)", "surfaced_by_T": [ "card 4" ], "card_title": "Google's Wordcraft: An AI Writing Tool Powered by LaMDA", "card_snippet": "Besides the basics, Google added a feature I haven't seen anywhere else that they call “freeform prompting.” Given the context, the user can ask Wordcraft to ge..." }, { "id": "B5", "origin": "card", "role": "Overview card 5", "card": "Engadget — Authors Face Backlash For Participation In 2022 Google AI Study - Engadget", "url": "https://www.engadget.com/2234838/authors-face-backlash-for-participation-in-2022-google-ai-study/", "kind": "news article by Max Miller, datePublished 2026-08-11 (page metadata)", "files": { "B5.html": { "path": "datasets/negative-of-the-negative/v2/intake/wordcraft-20261101/B5.html", "sha256": "61c1d015d1e0bd4d202275ec388d37207bddb04db03211691f50603afc935885" }, "B5.txt": { "path": "datasets/negative-of-the-negative/v2/intake/wordcraft-20261101/B5.txt", "sha256": "2e7505b20df1855e96a231038ef94137ce3abddadb1f5a8c74353c45fedc38ad" } }, "fetched": { "url": "https://engadget.com/2234838/authors-face-backlash-for-participation-in-2022-google-ai-study", "final_url": "https://www.engadget.com/2234838/authors-face-backlash-for-participation-in-2022-google-ai-study/", "http": "200", "at": "2026-11-01T06:15:14Z", "agent": "Mozilla/5.0 (compatible; leesharks-authorship-census)", "found_by": "WebSearch on the card's title" }, "names_operator": "no (Google, DeepMind, Magenta; no researcher named)", "names_archive": "no (none of the Crimson Hexagonal Archive, Alexanarch, Lee Sharks, leesharks, machinemediation, EA-WG-CAPTURES-01 in the saved text, card title and snippet)", "surfaced_by_T": [ "card 5" ], "card_title": "Authors Face Backlash For Participation In 2022 Google AI Study - Engadget", "card_snippet": "Much of the ire directed toward participants in the Wordcraft study stems from the practice of tech companies training LLMs, often without authors' permission, ..." }, { "id": "B6", "origin": "card", "role": "Overview card 6", "card": "Coralflavor — The 2022 AI Writing Experiment That Became a 2026 Ethical Minefield", "url": null, "kind": "web page (unreachable: not found)", "files": {}, "fetched": { "unreachable": true, "tried": [ "WebSearch for the card's exact title with 'Coralflavor' (no result for the page)", "WebSearch for 'coralflavor Wordcraft Writers Workshop 2026 ethical minefield' (no result for the site)" ], "response": "no URL found; nothing fetched", "at": "2026-11-01" }, "names_operator": "no (snippet: Google-affiliated)", "names_archive": "no (none of the Crimson Hexagonal Archive, Alexanarch, Lee Sharks, leesharks, machinemediation, EA-WG-CAPTURES-01 in the saved text, card title and snippet)", "surfaced_by_T": [ "card 6" ], "card_title": "The 2022 AI Writing Experiment That Became a 2026 Ethical Minefield", "card_snippet": "What this means FAQ What was the Wordcraft Writers Workshop? 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