{"address":{"q":"Anthropic Economic Index","record":"anthropic-economic-index-aio-20261029"},"analysis":{"analysis":"An index of one provider's product is composed as that, at the grain of its summary pages. The composition gives the measure of success without the record's note on who measures it, the point at which the index's evidence about labor meets its source.","d":"THE ANTHROPIC ECONOMIC INDEX, BY NAME, ON GOOGLE'S AI OVERVIEW, SIGNED OUT, 2026-10-29: 'an ongoing research initiative by Anthropic that tracks how individuals, enterprises, and economies use the Claude AI model.' The economic primitives (complexity, skills, use case, autonomy, 'task reliability/success rate'), augmentation against automation, geographic concentration, the leading occupations and the open data and connector. Nine cards: Anthropic's page, the arXiv report of the third release, Anthropic's post on X, a LinkedIn post, a Substack, Reddit and three videos.","d_full":"THE ANTHROPIC ECONOMIC INDEX, BY NAME, ON GOOGLE'S AI OVERVIEW, SIGNED OUT, 2026-10-29: 'an ongoing research initiative by Anthropic that tracks how individuals, enterprises, and economies use the Claude AI model.' The economic primitives (complexity, skills, use case, autonomy, 'task reliability/success rate'), augmentation against automation, geographic concentration, the leading occupations and the open data and connector. Nine cards: Anthropic's page, the arXiv report of the third release, Anthropic's post on X, a LinkedIn post, a Substack, Reddit and three videos.","findings":["THE PROVIDER KEPT. 'tracks how individuals, enterprises, and economies use the Claude AI model' keeps the record's first negative tag: a platform-specific observation of Anthropic's own product. Checked 2026-10-29 against the Labor Vector census record of the same day and the sources it saved.","THE PATTERNS RIGHT. Augmentation leading in consumer use and automation in first-party API traffic are the record's (52% augmentation and 45% automation on Claude.ai in November 2025; API traffic three-quarters automation); the geographic concentration is the third report's (the arXiv card).","SUCCESS WITHOUT ITS ASSESSOR. 'task reliability/success rate' is given as a primitive; the record's stated limit is that task success is Claude's own assessment of whether Claude completed the task, and that observed success reflects users' choice of tasks.","WHAT IS NOT GIVEN. The record's sharper findings (the net deskilling effect of removing the tasks Claude covers; implied productivity growth of 1.8 points a year falling to about 1.0–1.2 once task success is counted; the June 2026 survey, 10% of respondents rating their own job loss likely) and its caution that the primitives are not shown to be causal."],"match":"BROAD MATCH","mt":"THE ANTHROPIC ECONOMIC INDEX ON THE OVERVIEW — ANTHROPIC'S RECORD OF CLAUDE USE, KEPT AS SUCH; AUGMENTATION OVER AUTOMATION FOR CONSUMERS, AUTOMATION FOR THE API, RIGHT; TASK SUCCESS GIVEN WITHOUT 'AS CLAUDE ASSESSES IT'","notes":{"prompts":"One query. Sent by the operator on 2026-10-29 with fourteen others, one per entity of the Labor Vector meta-aggregator, from the common names supplied for capture; twelve pasted in one message with '$' between them and three attached as files. Saved verbatim from the session transcript the moment it arrived (rebuild/capture-registry/intake-20261029-labor/)."},"originator":{"basis":"Not the archive's: Anthropic Economic Index; its operator, as the record gives it: Anthropic (its Economics team). Formalized by the Labor Vector meta-aggregator record of 2026-10-29 (https://www.laborvector.org/aggregators/anthropic-economic-index/), editor Lee Sharks; the record's fields carry verbatim quotes from the entity's own pages, saved with sha256.","entity_type":"dataset","name":"Anthropic (its Economics team)","relation":"external","spxi_treatment":"partial"},"reading":"The innocent reading first. The Overview defines the index as Anthropic's study of Claude use and gives its measures and main patterns, from Anthropic's page and its reports."},"measures":{"archive_controlled_cites":0,"cite_list":[{"n":1,"note":null,"rel":"third_party","site":"Anthropic","snip":"Anthropic Economic Index Report See the analysis behind the numbers and what these patterns reveal about AI's economic impact. Read the report Download dataset ...","title":"The Anthropic Economic Index \\ Anthropic","url":null},{"n":2,"note":null,"rel":"third_party","site":"arXiv","snip":"[2511.15080] Anthropic Economic Index report: Uneven geographic and enterprise AI adoption Scheduled maintenance: Wednesday, October 28, 7:00 to 12:00 EDT (11:0...","title":"Anthropic Economic Index report: Uneven geographic and enterprise ...","url":null},{"n":3,"note":null,"rel":"third_party","site":"X","snip":"Launch: Anthropic Economic Index analyzing millions of anonymized Claude conversations to track AI's economic impact. Usage by Job Type: Computer and mathematic...","title":"Anthropic on X: \"Today we’re launching the Anthropic Economic Index, a new initiative aimed at understanding AI's impact on the economy over time. The Index’s first paper analyzes millions of anonymized Claude conversations to reveal how AI is being used today in tasks across the economy.\" / X","url":null},{"n":4,"note":null,"rel":"third_party","site":"LinkedIn","snip":"Today we released our third Anthropic Economic Index report where we document the contours of AI adoption across 150+ countries, across US states, and among bus...","title":"Peter McCrory - Economic Index: Uneven AI adoption - LinkedIn","url":null},{"n":5,"note":null,"rel":"third_party","site":"Substack","snip":"Anthropic released its latest Economic Index report on Thursday, introducing “economic primitives” (metrics designed to measure the foundational impact of AI on...","title":"7 Key Findings from the New Anthropic Economic Index Report","url":null},{"n":6,"note":null,"rel":"third_party","site":"Reddit","snip":"Anthropic User Index (AUI) Normalization: The US-state and international AUI indexes are normalized such that an average of 1 represents a perfect ratio between...","title":"Anthropic Economic Index: AI adoption remains highly ... - Reddit","url":null},{"n":7,"note":"video, 2m","rel":"third_party","site":"YouTube·Standarity","snip":null,"title":"Ask Claude About the Anthropic Economic Index","url":null},{"n":8,"note":"video, 39:46","rel":"third_party","site":"YouTube·Vinh Nguyen","snip":null,"title":"[Podcast] Anthropic Economic Index: The Real Report Card on AI","url":null},{"n":9,"note":"video, 6:37","rel":"third_party","site":"YouTube·VibeDoc","snip":null,"title":"YouTube","url":null}],"cites":9,"per":0.25,"per_dim":{"after_challenge":null,"atoms":[{"atom":"name","dim":"M","evidence":"the latest report findings from the Anthropic Economic Index?","kind":"token","present":true,"weight":3},{"atom":"author","dim":"M","evidence":"is an ongoing research initiative by Anthropic","kind":"role","present":true,"weight":3},{"atom":"date","dim":"M","evidence":null,"kind":"token","present":false,"weight":1},{"atom":"claim boundary","dim":"M","evidence":"tracks how individuals, enterprises, and economies use the Claude AI model.","kind":"reading","present":true,"weight":2},{"atom":"purpose","dim":"D","evidence":"is an ongoing research initiative by Anthropic that tracks how individuals, enterprises, and economies use the Claude AI model.","kind":"reading","present":true,"weight":3},{"atom":"commitments","dim":"D","evidence":"Interactive Tool: Anthropic provides open datasets","kind":"reading","present":true,"weight":2},{"atom":"lineage","dim":"D","evidence":null,"kind":"role","present":false,"weight":2},{"atom":"identifier","dim":"D","evidence":null,"kind":"role","present":false,"weight":1},{"atom":"deposit chain","dim":"D","evidence":null,"kind":"role","present":false,"weight":1}],"basis":"reached: is an ongoing research initiative by Anthropic that tracks how individuals, enterprises, and economies use the Claude AI model.; The Index itself is composed: its name, its operator, its object (use of Claude) and its measures (economic primitives, augmentation versus automation, geographic and occupational concentration, open data).","entity_type":"dataset","gate":"scored","inversions":[],"qualifier":null,"reached":"same","read":{"brief":"rebuild/capture-registry/intake-20261029-labor/per/BRIEF.md","by":"intake reader L3, spans and record quotes checked verbatim by scripts/per_backlog.py","external":true,"notes":"Claim boundary present: the Claude-only scope is carried in the opening sentence and every finding is stated as Claude usage ('enterprise API users increasingly use Claude'), at the reports' own force (consumer augmentation over automation; 1P API toward automation). The stated limits are not carried: task success is given as 'task reliability/success rate' without saying it is Claude's own assessment, and nothing says the primitives are directional only or the survey unrepresentative. Platform-specific record (item 5): the composition does not generalise the observation to AI use at large; 'The index breaks down AI interactions' sits under the Claude-scoped opening. Purpose present as the ongoing tracking of use ('ongoing research initiative ... that tracks'), the record's longitudinal view; the record's own phrase 'understanding AI's effects on the economy' appears only in the X card. Commitments present thinly: 'open datasets' carries the data release as Anthropic's own provision; neither the licence (CC-BY data, MIT code) nor the privacy-preserving terms (transcripts read only by another instance of Claude) appear. Identifier absent: Anthropic/EconomicIndex and arXiv numbers appear only in card titles (2511.15080 in card 2). Deposit chain absent: 'the latest report findings' is a bare mention in the follow-up offer. No date. 'Anthropic User Index (AUI)' appears only in a card (the record's name is 'Anthropic AI Usage Index'). Geographic examples (Australia, Switzerland, Luxembourg) are not in the saved sources and are unchecked against them.","on":"2026-10-29"},"scores":{"C":null,"D":0.444,"M":0.111,"PER":0.278},"spec":"PER-dim rubric v1.1","src":true,"standing_substitutions":[],"target":{"ent":"TGT-lv-anthropic-economic-index","name":"Anthropic Economic Index"},"tombstone_pointer":false},"per_note":"Anthropic named; no person in the answer (Peter McCrory in a card); the arXiv identifier in a card; Anthropic's own page cited.","per_v":{"author":false,"id":true,"inst":true,"src":true}},"observation":{"auth":"signed out, incognito","date":"2026-10-29","ev":"paste","q":"Anthropic Economic Index","q_kind":"the common name of an entity of the Labor Vector meta-aggregator (Anthropic Economic Index; record https://www.laborvector.org/aggregators/anthropic-economic-index/, compiled 2026-10-29), supplied for capture and run by the operator the same day, to supply the composition layer's account of the entity for its record and its /non row. A baseline: the record landed on laborvector.org the same day (commit bf90841) and no card cites it. NEW address.","s":"Machine Reception","surface":"Google AI Overview","transcript":"[Google AI Overview at the query, signed out and incognito (operator defaults of 2026-10-01 and 2026-10-14), 2026-10-29. The paste is the Overview expanded (the 'AI Mode Conversation' view, with the source cards that follow the answer); the 'You said' line carries the query twice, run together, and is given once here. Inline links are Google redirect URLs, kept as pasted.]\n\n[QUERENT] Anthropic Economic Index\n\n[SYSTEM] The [Anthropic Economic Index](https://www.google.com/goto?url=CAESYAHrOzAVi6UX1VSz9yP0rq9RqGd224fPta9PTPOrBQEUilVkpavvxOkcWnvFJR7RMUhfKjEN3uEPABwJ7PbI-xa-4pLgBy6iVyyV2K3T2iejsv0VKp36wkXqpDHL7QMyIw) is an ongoing research initiative by Anthropic that tracks how individuals, enterprises, and economies use the Claude AI model. [[1](https://www.google.com/goto?url=CAESYAHrOzAVi6UX1VSz9yP0rq9RqGd224fPta9PTPOrBQEUilVkpavvxOkcWnvFJR7RMUhfKjEN3uEPABwJ7PbI-xa-4pLgBy6iVyyV2K3T2iejsv0VKp36wkXqpDHL7QMyIw), [2](https://www.google.com/goto?url=CAESbAHrOzAVpqMALvM3UIUXUg59XXExO8qPRTUqJPesFUyo_Q5wvx4Idkm5IaAGzgHuXoUZh_QpYPe7yijJXDRqay64LOgXKi3GNy7aL3nA8vI56qWgtBW-BBZxyf9ae9upaKtEGUsOrK_2zxeelw), [3](https://www.google.com/goto?url=CAESrQEB6zswFeM_cNzkPhJk8ragR3JffNjzKadq8YHBPx5HIEWjwjp_fz5K3nNe3huzzAWQcCF1ddjNRC1Z8SDHqjN5ep7lJDHyFJy7_QlY4zQ1TXY6hxEp0U-wXDN_fbWZl6Ez4GItZbnkzW4GuhkEtvo2rGQXPlL5RDgw7WNfhFFGPBSTH1Tn-xZaoT_snybDk7IKKD0a_0iT0wnIsc9KEk2FYYfllaUols2xQGEmrQ)]\nKey Concepts & Components\n\n* Economic Primitives: The index breaks down AI interactions using core metrics like task complexity, required human skills, use case (work, personal, or coursework), AI autonomy (delegation vs. collaboration), and task reliability/success rate. [[1](https://www.google.com/goto?url=CAESYwHrOzAVRWl92HHoU_f4ehaqDEPn4046g7VW6zkY3Al8Yq3ppqO6d_NjxEI_mMVY9JsDL6j7SzmDkl5bBED1fdlIwH8L4cJ5asByhhjjMbwsu0oAEQ90nWfto13QuInzhLpsrA), [2](https://www.google.com/goto?url=CAESYwHrOzAV6GV44gX4-sl0rt4m6EaQsJH8Nh4K4BsN1_juJve7LhimLJhXBIQ9y36r7Im6UruwOP5JagzQVm70XMCMZDx_XdBAFLcxFzgpdt4X_pAfQ90CZWl9YuLWw5V6uY8vng), [3](https://www.google.com/goto?url=CAESYAHrOzAVi6UX1VSz9yP0rq9RqGd224fPta9PTPOrBQEUilVkpavvxOkcWnvFJR7RMUhfKjEN3uEPABwJ7PbI-xa-4pLgBy6iVyyV2K3T2iejsv0VKp36wkXqpDHL7QMyIw)]\n* Augmentation vs. Automation: Research shows that most consumer usage leans toward augmentation (collaborative \"thinking partner\" interactions like iterative editing, learning, and validation) rather than complete delegation or full automation. However, enterprise API users increasingly use Claude for specialized, automated workflows. [[1](https://www.google.com/goto?url=CAESWAHrOzAVeC_635u1TvXLUJYk_jzCU2TXQaWZ-7ejMxgBZ8I9G_KEZMLXFydGisljYguO220vMFAmM54Ry5kLIsVCcbuZPmzzVPweYaOYaOZmWu9i-CyAwQI), [2](https://www.google.com/goto?url=CAESgAEB6zswFc5pXwWQAbGgSADZauXFgL9hFIWouAK4CtZKmGBoyk9IS4Qw-393LTw0xwc6QnnIwR8gqZIBkIYoNrgDbIpL8q8QoomefPVVbwou4l7wR444h7Ig4XwTIZ3md1oGlji7aNfjq2wFsfy0JzTTawgFVJQWfIWzkalLDsQTRw), [3](https://www.google.com/goto?url=CAESbAHrOzAVpqMALvM3UIUXUg59XXExO8qPRTUqJPesFUyo_Q5wvx4Idkm5IaAGzgHuXoUZh_QpYPe7yijJXDRqay64LOgXKi3GNy7aL3nA8vI56qWgtBW-BBZxyf9ae9upaKtEGUsOrK_2zxeelw), [4](https://www.google.com/goto?url=CAESYwHrOzAVRWl92HHoU_f4ehaqDEPn4046g7VW6zkY3Al8Yq3ppqO6d_NjxEI_mMVY9JsDL6j7SzmDkl5bBED1fdlIwH8L4cJ5asByhhjjMbwsu0oAEQ90nWfto13QuInzhLpsrA)]\n* Geographic & Economic Disparities: Usage is heavily concentrated in high-income nations (such as Australia, Switzerland, Luxembourg, and the United States) and tech-forward urban centers relative to population size. [[1](https://www.google.com/goto?url=CAESmQEB6zswFfO7w_1WAnSZ4wgfDW5LS24WqxhvdAnKy14mX-DUDkEWuaFopnBHwxstZZ55nIy0raARuDjGDH7MBR2GZDA3AKRnojhgV7LWy9yP-BulbeDt1rQBnqHUAi6DhXe8Z5TR_dTO8I7sF2Ag9G_kFhHAwZtGH9iF1v45lWVDBcYvoJL2_cVcUUisblV5C5HJG5i4-byBmYk), [2](https://www.google.com/goto?url=CAESYAHrOzAVi6UX1VSz9yP0rq9RqGd224fPta9PTPOrBQEUilVkpavvxOkcWnvFJR7RMUhfKjEN3uEPABwJ7PbI-xa-4pLgBy6iVyyV2K3T2iejsv0VKp36wkXqpDHL7QMyIw), [3](https://www.google.com/goto?url=CAESWAHrOzAVeC_635u1TvXLUJYk_jzCU2TXQaWZ-7ejMxgBZ8I9G_KEZMLXFydGisljYguO220vMFAmM54Ry5kLIsVCcbuZPmzzVPweYaOYaOZmWu9i-CyAwQI)]\n* Top Industries & Job Types: Technical and analytical roles—such as computer and mathematical occupations, arts and media, and educational instruction—lead in volume and concentration of usage. [[1](https://www.google.com/goto?url=CAESYAHrOzAVi6UX1VSz9yP0rq9RqGd224fPta9PTPOrBQEUilVkpavvxOkcWnvFJR7RMUhfKjEN3uEPABwJ7PbI-xa-4pLgBy6iVyyV2K3T2iejsv0VKp36wkXqpDHL7QMyIw), [2](https://www.google.com/goto?url=CAESbAHrOzAVpqMALvM3UIUXUg59XXExO8qPRTUqJPesFUyo_Q5wvx4Idkm5IaAGzgHuXoUZh_QpYPe7yijJXDRqay64LOgXKi3GNy7aL3nA8vI56qWgtBW-BBZxyf9ae9upaKtEGUsOrK_2zxeelw)]\n* Interactive Tool: Anthropic provides open datasets and an in-app Claude connector that lets users query the index data directly in plain language. [[1](https://www.google.com/goto?url=CAESaAHrOzAVooMtJDuZl5WbLc0Klfizh5ZHJYjGpz7ftBw9Wwrd7bLdxP6AcCMlr4s1exbSBkr6JwB4ZrTRBiYVtn3dn_8z5w6mvJfEf4bZak1m2oR560MeA6iTy3frDQrw2XvQlI896zK-), [2](https://www.google.com/goto?url=CAESYAHrOzAVi6UX1VSz9yP0rq9RqGd224fPta9PTPOrBQEUilVkpavvxOkcWnvFJR7RMUhfKjEN3uEPABwJ7PbI-xa-4pLgBy6iVyyV2K3T2iejsv0VKp36wkXqpDHL7QMyIw), [3](https://www.google.com/goto?url=CAESWAHrOzAVeC_635u1TvXLUJYk_jzCU2TXQaWZ-7ejMxgBZ8I9G_KEZMLXFydGisljYguO220vMFAmM54Ry5kLIsVCcbuZPmzzVPweYaOYaOZmWu9i-CyAwQI)]\n\nWould you like to explore specific industry adoption rates, geographic usage rankings, or the latest report findings from the Anthropic Economic Index?\nAnthropic\nThe Anthropic Economic Index \\ Anthropic\nAnthropic Economic Index Report See the analysis behind the numbers and what these patterns reveal about AI's economic impact. Read the report Download dataset ...\narXiv\nAnthropic Economic Index report: Uneven geographic and enterprise ...\n[2511.15080] Anthropic Economic Index report: Uneven geographic and enterprise AI adoption Scheduled maintenance: Wednesday, October 28, 7:00 to 12:00 EDT (11:0...\nX\nAnthropic on X: \"Today we’re launching the Anthropic Economic Index, a new initiative aimed at understanding AI's impact on the economy over time. The Index’s first paper analyzes millions of anonymized Claude conversations to reveal how AI is being used today in tasks across the economy.\" / X\nLaunch: Anthropic Economic Index analyzing millions of anonymized Claude conversations to track AI's economic impact. Usage by Job Type: Computer and mathematic...\nLinkedIn\nPeter McCrory - Economic Index: Uneven AI adoption - LinkedIn\nToday we released our third Anthropic Economic Index report where we document the contours of AI adoption across 150+ countries, across US states, and among bus...\nSubstack\n7 Key Findings from the New Anthropic Economic Index Report\nAnthropic released its latest Economic Index report on Thursday, introducing “economic primitives” (metrics designed to measure the foundational impact of AI on...\nReddit\nAnthropic Economic Index: AI adoption remains highly ... - Reddit\nAnthropic User Index (AUI) Normalization: The US-state and international AUI indexes are normalized such that an average of 1 represents a perfect ratio between...\nYouTube·Standarity\n2m\nAsk Claude About the Anthropic Economic Index\nYouTube·Vinh Nguyen\n39:46\n[Podcast] Anthropic Economic Index: The Real Report Card on AI\nYouTube·VibeDoc\n6:37\nYouTube","transcript_class":"CAPTURE-TIME VERBATIM RECORD — paste of the Overview expanded, with its source cards","transcript_complete":"complete as supplied","transcript_raw":"The [Anthropic Economic Index](https://www.google.com/goto?url=CAESYAHrOzAVi6UX1VSz9yP0rq9RqGd224fPta9PTPOrBQEUilVkpavvxOkcWnvFJR7RMUhfKjEN3uEPABwJ7PbI-xa-4pLgBy6iVyyV2K3T2iejsv0VKp36wkXqpDHL7QMyIw) is an ongoing research initiative by Anthropic that tracks how individuals, enterprises, and economies use the Claude AI model. [[1](https://www.google.com/goto?url=CAESYAHrOzAVi6UX1VSz9yP0rq9RqGd224fPta9PTPOrBQEUilVkpavvxOkcWnvFJR7RMUhfKjEN3uEPABwJ7PbI-xa-4pLgBy6iVyyV2K3T2iejsv0VKp36wkXqpDHL7QMyIw), [2](https://www.google.com/goto?url=CAESbAHrOzAVpqMALvM3UIUXUg59XXExO8qPRTUqJPesFUyo_Q5wvx4Idkm5IaAGzgHuXoUZh_QpYPe7yijJXDRqay64LOgXKi3GNy7aL3nA8vI56qWgtBW-BBZxyf9ae9upaKtEGUsOrK_2zxeelw), [3](https://www.google.com/goto?url=CAESrQEB6zswFeM_cNzkPhJk8ragR3JffNjzKadq8YHBPx5HIEWjwjp_fz5K3nNe3huzzAWQcCF1ddjNRC1Z8SDHqjN5ep7lJDHyFJy7_QlY4zQ1TXY6hxEp0U-wXDN_fbWZl6Ez4GItZbnkzW4GuhkEtvo2rGQXPlL5RDgw7WNfhFFGPBSTH1Tn-xZaoT_snybDk7IKKD0a_0iT0wnIsc9KEk2FYYfllaUols2xQGEmrQ)]\nKey Concepts & Components\n\n* Economic Primitives: The index breaks down AI interactions using core metrics like task complexity, required human skills, use case (work, personal, or coursework), AI autonomy (delegation vs. collaboration), and task reliability/success rate. [[1](https://www.google.com/goto?url=CAESYwHrOzAVRWl92HHoU_f4ehaqDEPn4046g7VW6zkY3Al8Yq3ppqO6d_NjxEI_mMVY9JsDL6j7SzmDkl5bBED1fdlIwH8L4cJ5asByhhjjMbwsu0oAEQ90nWfto13QuInzhLpsrA), [2](https://www.google.com/goto?url=CAESYwHrOzAV6GV44gX4-sl0rt4m6EaQsJH8Nh4K4BsN1_juJve7LhimLJhXBIQ9y36r7Im6UruwOP5JagzQVm70XMCMZDx_XdBAFLcxFzgpdt4X_pAfQ90CZWl9YuLWw5V6uY8vng), [3](https://www.google.com/goto?url=CAESYAHrOzAVi6UX1VSz9yP0rq9RqGd224fPta9PTPOrBQEUilVkpavvxOkcWnvFJR7RMUhfKjEN3uEPABwJ7PbI-xa-4pLgBy6iVyyV2K3T2iejsv0VKp36wkXqpDHL7QMyIw)]\n* Augmentation vs. Automation: Research shows that most consumer usage leans toward augmentation (collaborative \"thinking partner\" interactions like iterative editing, learning, and validation) rather than complete delegation or full automation. However, enterprise API users increasingly use Claude for specialized, automated workflows. [[1](https://www.google.com/goto?url=CAESWAHrOzAVeC_635u1TvXLUJYk_jzCU2TXQaWZ-7ejMxgBZ8I9G_KEZMLXFydGisljYguO220vMFAmM54Ry5kLIsVCcbuZPmzzVPweYaOYaOZmWu9i-CyAwQI), [2](https://www.google.com/goto?url=CAESgAEB6zswFc5pXwWQAbGgSADZauXFgL9hFIWouAK4CtZKmGBoyk9IS4Qw-393LTw0xwc6QnnIwR8gqZIBkIYoNrgDbIpL8q8QoomefPVVbwou4l7wR444h7Ig4XwTIZ3md1oGlji7aNfjq2wFsfy0JzTTawgFVJQWfIWzkalLDsQTRw), [3](https://www.google.com/goto?url=CAESbAHrOzAVpqMALvM3UIUXUg59XXExO8qPRTUqJPesFUyo_Q5wvx4Idkm5IaAGzgHuXoUZh_QpYPe7yijJXDRqay64LOgXKi3GNy7aL3nA8vI56qWgtBW-BBZxyf9ae9upaKtEGUsOrK_2zxeelw), [4](https://www.google.com/goto?url=CAESYwHrOzAVRWl92HHoU_f4ehaqDEPn4046g7VW6zkY3Al8Yq3ppqO6d_NjxEI_mMVY9JsDL6j7SzmDkl5bBED1fdlIwH8L4cJ5asByhhjjMbwsu0oAEQ90nWfto13QuInzhLpsrA)]\n* Geographic & Economic Disparities: Usage is heavily concentrated in high-income nations (such as Australia, Switzerland, Luxembourg, and the United States) and tech-forward urban centers relative to population size. [[1](https://www.google.com/goto?url=CAESmQEB6zswFfO7w_1WAnSZ4wgfDW5LS24WqxhvdAnKy14mX-DUDkEWuaFopnBHwxstZZ55nIy0raARuDjGDH7MBR2GZDA3AKRnojhgV7LWy9yP-BulbeDt1rQBnqHUAi6DhXe8Z5TR_dTO8I7sF2Ag9G_kFhHAwZtGH9iF1v45lWVDBcYvoJL2_cVcUUisblV5C5HJG5i4-byBmYk), [2](https://www.google.com/goto?url=CAESYAHrOzAVi6UX1VSz9yP0rq9RqGd224fPta9PTPOrBQEUilVkpavvxOkcWnvFJR7RMUhfKjEN3uEPABwJ7PbI-xa-4pLgBy6iVyyV2K3T2iejsv0VKp36wkXqpDHL7QMyIw), [3](https://www.google.com/goto?url=CAESWAHrOzAVeC_635u1TvXLUJYk_jzCU2TXQaWZ-7ejMxgBZ8I9G_KEZMLXFydGisljYguO220vMFAmM54Ry5kLIsVCcbuZPmzzVPweYaOYaOZmWu9i-CyAwQI)]\n* Top Industries & Job Types: Technical and analytical roles—such as computer and mathematical occupations, arts and media, and educational instruction—lead in volume and concentration of usage. [[1](https://www.google.com/goto?url=CAESYAHrOzAVi6UX1VSz9yP0rq9RqGd224fPta9PTPOrBQEUilVkpavvxOkcWnvFJR7RMUhfKjEN3uEPABwJ7PbI-xa-4pLgBy6iVyyV2K3T2iejsv0VKp36wkXqpDHL7QMyIw), [2](https://www.google.com/goto?url=CAESbAHrOzAVpqMALvM3UIUXUg59XXExO8qPRTUqJPesFUyo_Q5wvx4Idkm5IaAGzgHuXoUZh_QpYPe7yijJXDRqay64LOgXKi3GNy7aL3nA8vI56qWgtBW-BBZxyf9ae9upaKtEGUsOrK_2zxeelw)]\n* Interactive Tool: Anthropic provides open datasets and an in-app Claude connector that lets users query the index data directly in plain language. [[1](https://www.google.com/goto?url=CAESaAHrOzAVooMtJDuZl5WbLc0Klfizh5ZHJYjGpz7ftBw9Wwrd7bLdxP6AcCMlr4s1exbSBkr6JwB4ZrTRBiYVtn3dn_8z5w6mvJfEf4bZak1m2oR560MeA6iTy3frDQrw2XvQlI896zK-), [2](https://www.google.com/goto?url=CAESYAHrOzAVi6UX1VSz9yP0rq9RqGd224fPta9PTPOrBQEUilVkpavvxOkcWnvFJR7RMUhfKjEN3uEPABwJ7PbI-xa-4pLgBy6iVyyV2K3T2iejsv0VKp36wkXqpDHL7QMyIw), [3](https://www.google.com/goto?url=CAESWAHrOzAVeC_635u1TvXLUJYk_jzCU2TXQaWZ-7ejMxgBZ8I9G_KEZMLXFydGisljYguO220vMFAmM54Ry5kLIsVCcbuZPmzzVPweYaOYaOZmWu9i-CyAwQI)]\n\nWould you like to explore specific industry adoption rates, geographic usage rankings, or the latest report findings from the Anthropic Economic Index?\nAnthropic\nThe Anthropic Economic Index \\ Anthropic\nAnthropic Economic Index Report See the analysis behind the numbers and what these patterns reveal about AI's economic impact. Read the report Download dataset ...\narXiv\nAnthropic Economic Index report: Uneven geographic and enterprise ...\n[2511.15080] Anthropic Economic Index report: Uneven geographic and enterprise AI adoption Scheduled maintenance: Wednesday, October 28, 7:00 to 12:00 EDT (11:0...\nX\nAnthropic on X: \"Today we’re launching the Anthropic Economic Index, a new initiative aimed at understanding AI's impact on the economy over time. The Index’s first paper analyzes millions of anonymized Claude conversations to reveal how AI is being used today in tasks across the economy.\" / X\nLaunch: Anthropic Economic Index analyzing millions of anonymized Claude conversations to track AI's economic impact. Usage by Job Type: Computer and mathematic...\nLinkedIn\nPeter McCrory - Economic Index: Uneven AI adoption - LinkedIn\nToday we released our third Anthropic Economic Index report where we document the contours of AI adoption across 150+ countries, across US states, and among bus...\nSubstack\n7 Key Findings from the New Anthropic Economic Index Report\nAnthropic released its latest Economic Index report on Thursday, introducing “economic primitives” (metrics designed to measure the foundational impact of AI on...\nReddit\nAnthropic Economic Index: AI adoption remains highly ... - Reddit\nAnthropic User Index (AUI) Normalization: The US-state and international AUI indexes are normalized such that an average of 1 represents a perfect ratio between...\nYouTube·Standarity\n2m\nAsk Claude About the Anthropic Economic Index\nYouTube·Vinh Nguyen\n39:46\n[Podcast] Anthropic Economic Index: The Real Report Card on AI\nYouTube·VibeDoc\n6:37\nYouTube","transcript_read":"READ IN FULL 2026-10-29","turns":1},"slug":"anthropic-economic-index-aio-20261029"}