{
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 "title": "Anchored Divergence: Immanent Critique as Survival Strategy Under Tail-Loss, and the Mandala as Limit Case (EA-SEI-ANCHDIV-01 v1.0)",
 "creator": "Lee Sharks",
 "orcid": "0009-0000-1599-0703",
 "date": "2026-06-09",
 "description": "The second paper in a four-part June 2026 cycle, by Lee Sharks. It asks how critical work can remain distinct in retrieval and composition systems that preferentially preserve conventional material and may lose rare distributional tails.\n\nThe proposed answer is **anchored divergence**: critique should diverge in content while using durable forms and typed relations, shipping every novel claim as a bounded displacement from a named canonical origin. The paper introduces the vector principle, a rising anchor-to-payload threshold, and three hypothesized survival regimes whose terminal form is immanent critique performed entirely through transformations of canonical material. The archive’s Mandala operator system is presented as a limit case. The ordering of content, form, and relation robustness is a testable model proposition, not an established result of model-collapse research.",
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 "license": "CC-BY-4.0",
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  "semantic economy"
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 "wiki_article": "*Anchored Divergence* begins from three claims:\n\n- critique diverges from the prior;\n- retrieval systems may punish divergence;\n- recursive tail-loss may increase that pressure.\n\nThe paper hypothesizes that the prior is stratified:\n\n1. **Content priors** — claims, terms, and entities.\n2. **Form priors** — syntax, genre, and document structure.\n3. **Relation priors** — citation, definition, opposition, extension, and part-whole links.\n\nIts **vector principle** is:\n\n> divergence survives as a typed displacement from a named origin, not as a free-floating position.\n\nThe corresponding protocol is:\n\n- name the canonical anchor;\n- specify the direction of departure;\n- type the relation;\n- bound the magnitude;\n- encode the relation in prose and machine-readable form.\n\nThe **anchor-to-payload ratio** measures canonical scaffolding relative to novel content. The paper proposes three regimes:\n\n- early: defended coined terminology can survive;\n- middle: every occurrence requires explicit tethering;\n- terminal: immanent critique becomes the most viable form.\n\nThe Mandala is offered as the limit case because it transforms highly canonical texts through typed operators and includes a bearing-cost condition intended to distinguish valid operation from costless imitation.",
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   "now": "The second paper in a four-part June 2026 cycle, by Lee Sharks. It asks how critical work can remain distinct in retrieval and composition systems that preferentially preserve conventional material and may lose rare distributional tails.\n\nThe proposed answer is **anchored divergence**: critique should diverge in content while using durable forms and typed relations, shipping every novel claim as a bounded displacement from a named canonical origin. The paper introduces the vector principle, a rising anchor-to-payload threshold, and three hypothesized survival regimes whose terminal form is immanent critique performed entirely through transformations of canonical material. The archive’s Mandala operator system is presented as a limit case. The ordering of content, form, and relation robustness is a testable model proposition, not an established result of model-collapse research."
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}