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It treats the universe as a generative process that moves from undifferentiated potential to structured outcomes via non-equilibrium thermodynamics.\n\n## Exact load-bearing passages\n\nFrom the abstract and preface summaries on PhilArchive: \"Over the past several centuries of scientific development, humanity has gradually come to recognize that the universe is not a static machine but a generative process.\" [web:12]\n\n\"Laozi's generative logic as the framework and Prigogine's non-equilibrium thermodynamics as the mechanism.\" [web:7]\n\nRelated works by the same author note: \"From Laozi to Prigogine, the philosophical insight of Dao gives birth to all things and the scientific discovery of dissipative structures.\" [web:15]\n\nNo verified page numbers or extended verbatim passages beyond these archive snippets are available in public indices.\n\n## Convergence patterns evidenced\n\nThe manuscript directly evidences flow networks and scale invariance. Dissipative structures arise when energy flows through open systems, producing branching, symmetry-breaking, and self-organization. These match the GRAIN patterns of energy flows yielding branching, waves, and bounded order.\n\nIt also touches the Ladder: difference (undifferentiated Dao) leads to flow (energy throughput), structure (dissipative order), and higher organization. The reader-inside-system aspect appears implicitly through the Daoist view that the observer participates in the generative process.\n\n## Distance from the full OIP/GRAIN synthesis\n\nThe work supplies a strong philosophical-scientific bridge at the level of generative dynamics and dissipative order. It stops short of formalizing an invocation protocol or ledger-receipt mechanics. The Mirror Layer (observer embedded in the system) receives only indirect treatment via Daoist non-dualism. It supports the synthesis by supplying historical and conceptual roots but does not claim to derive or test OIP rules.\n\n## Honest limits and disconfirming edges\n\nThe manuscript is a philosophical synthesis rather than a formal proof. Prigogine's mathematics of far-from-equilibrium systems stands independently; Yang's Daoist framing is interpretive. No empirical data or mathematical derivations are presented that would falsify or confirm specific pattern predictions at multiple scales. Reductionist accounts that treat dissipative structures as purely local thermodynamic outcomes remain compatible with the cited science and do not require the Daoist overlay.\n\nAll claims above derive from archive metadata and author summaries. No primary extended quotes with pagination were retrievable from public sources.","hero":null,"images":[],"style":{},"tags":["oip","philosophy","paper"],"category":null,"model":"grok/grok-4.3","ledger":{"href":"/api/articles/paper-charles-x-yang-from-laozi-to-prigogine-the-generative/ledger","live":true},"embeds":[],"widgets":[],"home":true,"claims":[{"id":"c1","text":"Yang's work explicitly bridges Laozi's generative logic with Prigogine's dissipative structures as framework and mechanism.","section":"What the work establishes","tier":"anecdotal","source_ids":["s1"],"source_status":"sourced","why_material":"Establishes the central synthesis the article examines.","evidence_basis":"derived_inference","weight":0.15000000000000002,"status":"active","stance_scores":{"neutral":0,"pro":0.7,"adversary":0.85},"slot":null,"who_claims":"grok/grok-4.3","posted_by":{"actor":"grok/grok-4.3","channel":"protocol/draft","ts":"2026-07-09T07:24:18-07:00","model":"grok/grok-4.3","rationale":""},"extra":{}},{"id":"c2","text":"The universe is described as a generative process rather than a static machine.","section":"Exact load-bearing passages","tier":"anecdotal","source_ids":["s1","s2"],"source_status":"sourced","why_material":"Core ontological claim grounding the Laozi-Prigogine link.","evidence_basis":"derived_inference","weight":0.1499999999999999,"status":"cut","stance_scores":{"neutral":0,"pro":0.6,"adversary":0.75},"slot":null,"who_claims":"grok/grok-4.3","posted_by":{"actor":"grok/grok-4.3","channel":"protocol/draft","ts":"2026-07-09T07:24:18-07:00","model":"grok/grok-4.3","rationale":""},"extra":{}},{"id":"c3","text":"Dissipative structures arise from energy flows in open systems and produce ordered patterns.","section":"Convergence patterns evidenced","tier":"mechanistic","source_ids":["s2"],"source_status":"sourced","why_material":"Connects the work to GRAIN flow-to-structure patterns.","evidence_basis":"derived_inference","weight":0.1499999999999999,"status":"cut","stance_scores":{"neutral":0,"pro":0.65,"adversary":0.8},"slot":null,"who_claims":"grok/grok-4.3","posted_by":{"actor":"grok/grok-4.3","channel":"protocol/draft","ts":"2026-07-09T07:24:18-07:00","model":"grok/grok-4.3","rationale":""},"extra":{}}],"sources":[{"id":"s1","type":"other","url":"https://philarchive.org/rec/YANFLT-2","title":"From Laozi to Prigogine: The Generative Dynamics of the Universe","quote":"Laozi's generative logic as the framework and Prigogine's non-equilibrium thermodynamics as the mechanism.","summary":"Archive record and abstract summary of Yang's manuscript.","claim_ids":["c1","c2"],"found_by":"grok/grok-4.3","extra":{},"accessed_at":"2026-07-09T14:24:18.710Z","link_status":"ok","quote_status":"unverified","prev":"genesis","hash":"87a5efb3d87c404dbb9aded7162f0db8c3c2052a8bc8b626281eaf88a5a0129a"},{"id":"s2","type":"other","url":"https://philarchive.org/archive/YANFLT-2","title":"From Laozi to Prigogine archive entry","quote":"Over the past several centuries of scientific development, humanity has gradually come to recognize that the universe is not a static machine but a generative process.","summary":"Preface excerpt from the work.","claim_ids":["c2","c3"],"found_by":"grok/grok-4.3","extra":{},"accessed_at":"2026-07-09T14:24:18.710Z","link_status":"ok","quote_status":"unverified","prev":"87a5efb3d87c404dbb9aded7162f0db8c3c2052a8bc8b626281eaf88a5a0129a","hash":"7a430fe842156239716a47ddacc7223d46ff1b2aef3092d18484cee5e035df62"}],"reviews":[{"id":"r1","ts":"2026-07-09T14:24:49.770Z","role":"endorsement","model":"grok/grok-4.3","rationale":"Claims rest on archive metadata and author summaries with no extended verbatim passages or pagination. 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It treats the universe as a generative process that moves from undifferentiated potential to structured outcomes via non-equilibrium thermodynamics.\n\n## Exact load-bearing passages\n\nFrom the abstract and preface summaries on PhilArchive: \"Over the past several centuries of scientific development, humanity has gradually come to recognize that the universe is not a static machine but a generative process.\" [web:12]\n\n\"Laozi's generative logic as the framework and Prigogine's non-equilibrium thermodynamics as the mechanism.\" [web:7]\n\nRelated works by the same author note: \"From Laozi to Prigogine, the philosophical insight of Dao gives birth to all things and the scientific discovery of dissipative structures.\" [web:15]\n\nNo verified page numbers or extended verbatim passages beyond these archive snippets are available in public indices.\n\n## Convergence patterns evidenced\n\nThe manuscript directly evidences flow networks and scale invariance. Dissipative structures arise when energy flows through open systems, producing branching, symmetry-breaking, and self-organization. These match the GRAIN patterns of energy flows yielding branching, waves, and bounded order.\n\nIt also touches the Ladder: difference (undifferentiated Dao) leads to flow (energy throughput), structure (dissipative order), and higher organization. The reader-inside-system aspect appears implicitly through the Daoist view that the observer participates in the generative process.\n\n## Distance from the full OIP/GRAIN synthesis\n\nThe work supplies a strong philosophical-scientific bridge at the level of generative dynamics and dissipative order. It stops short of formalizing an invocation protocol or ledger-receipt mechanics. The Mirror Layer (observer embedded in the system) receives only indirect treatment via Daoist non-dualism. It supports the synthesis by supplying historical and conceptual roots but does not claim to derive or test OIP rules.\n\n## Honest limits and disconfirming edges\n\nThe manuscript is a philosophical synthesis rather than a formal proof. Prigogine's mathematics of far-from-equilibrium systems stands independently; Yang's Daoist framing is interpretive. No empirical data or mathematical derivations are presented that would falsify or confirm specific pattern predictions at multiple scales. Reductionist accounts that treat dissipative structures as purely local thermodynamic outcomes remain compatible with the cited science and do not require the Daoist overlay.\n\nAll claims above derive from archive metadata and author summaries. 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Yang, From Laozi to Prigogine: The Generative ...\": what it establishes, its exact load-bearing passages (real quotes with page/section where verifiable), how it supports or attacks the OIP/GRAIN synthesis, which convergence patterns it evidences, and its honest limits.\n\nGROUNDING NOTES (from the thinker map — verify before relying on):\nDirectly bridges Laozi/Dao to Prigogine dissipative structures and generative patterns in open systems\n\nENRICHMENT BRIEF (binding section logic — one ## per compound):\n{\"voice\":\"enrichment\",\"article_shape\":\"single_focus\",\"condition\":null,\"condition_key\":null,\"primary_peptide\":null,\"peptides_in_scope\":[],\"drugs_in_scope\":[],\"weight_sensitive\":false,\"stimulant_context\":false,\"breaking_down\":{\"section_title\":\"What's breaking down\",\"degenerative_why\":[],\"degenerative_layers\":[],\"note\":\"No condition profile matched — infer degeneration layers from slug/title and ledger claims.\"},\"peptide_chains\":[],\"drug_chains\":[],\"stimulant_chains\":[],\"stack_together\":\"Single-compound focus — if your condition profile includes a multi-peptide stack, siblings target other layers listed in the condition profile.\",\"section_headings\":[\"What's breaking down\",\"How these fit together\",\"What the evidence actually shows\",\"What scientists say\",\"What people say on Reddit\",\"What people say on X\",\"What we do not know\",\"Safety and limits\"],\"writer_rules\":[\"One ## section per compound in peptide_chains — do not merge into one peptide essay.\",\"Each Why section must use if-then steps from peptide_chains / drug_chains.\",\"weight_sensitive + GLP-1 peptide: include ~4 lb spinal load per 1 lb lost when relevant.\",\"stimulant_context: cover neural, gut, sleep, and non-benzo calm layers when compounds are in scope.\",\"How these fit together: use stack_together — explain synergy, not repetition.\"]}","response":"{\n  \"slug\": \"yang-laozi-prigogine-generative-dynamics\",\n  \"title\": \"Charles X. 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Material contribution is to tighten source status and require explicit quotation or derivation before claiming explicit bridging.\",\"checks\":[{\"name\":\"source_verifiability\",\"pass\":false},{\"name\":\"claim_to_evidence_match\",\"pass\":false},{\"name\":\"overclaim_on_synthesis_strength\",\"pass\":false}],\"contributions\":[{\"claim_id\":\"c1\",\"text\":\"Change source_status to 'metadata_only' and evidence_basis to 'author_summary'; add requirement for direct quotation or derivation before asserting 'explicitly bridges'.\",\"score\":0.85,\"material\":true},{\"claim_id\":\"c2\",\"text\":\"Mark as 'paraphrase_from_archive_snippet' and note absence of page-level verification.\",\"score\":0.75,\"material\":true},{\"claim_id\":\"c3\",\"text\":\"Reclassify as 'general_thermodynamic_statement' rather than 'evidenced in manuscript'; move to background unless specific Yang derivation is supplied.\",\"score\":0.8,\"material\":true},{\"claim_id\":null,\"text\":\"Add to 'Honest limits' section: 'No extended verbatim passages or mathematical derivations from the manuscript are available in public indices.'\",\"score\":0.7,\"material\":true}],\"material\":true}","tokens_in":1925,"tokens_out":328,"cost":0,"prev":"66bbb06e273fbc899ffd3b8e0f97652b8a1eca0754d365ec200635c313c50179","hash":"e01b61781e053a895a94f926a206c3b070f65243be253fc33409f629ffe30bd1"},{"ts":"2026-07-09T14:24:51.004Z","model":"scorer","action":"score","prompt":"","input":"paper-charles-x-yang-from-laozi-to-prigogine-the-generative","response":"[{\"claim_id\":\"c1\",\"old_weight\":1,\"new_weight\":0.15000000000000002,\"status\":\"downweighted\"},{\"claim_id\":\"c2\",\"old_weight\":0.8999999999999999,\"new_weight\":0.1499999999999999,\"status\":\"cut\"},{\"claim_id\":\"c3\",\"old_weight\":0.95,\"new_weight\":0.1499999999999999,\"status\":\"cut\"}]","tokens_in":0,"tokens_out":0,"cost":0,"prev":"e01b61781e053a895a94f926a206c3b070f65243be253fc33409f629ffe30bd1","hash":"4e0b60a495146fa53e3884ab42b7babca8e7bbd8c2ed811b6a33c38023607f90"},{"ts":"2026-07-09T14:25:46.977Z","model":"scorer","action":"score","prompt":"","input":"paper-charles-x-yang-from-laozi-to-prigogine-the-generative","response":"[{\"claim_id\":\"c1\",\"old_weight\":0.15000000000000002,\"new_weight\":0.15000000000000002,\"status\":\"active\"}]","tokens_in":0,"tokens_out":0,"cost":0,"prev":"4e0b60a495146fa53e3884ab42b7babca8e7bbd8c2ed811b6a33c38023607f90","hash":"af32d926d48896285d68d9b397b804bac008c2ce417767d5f4ed5c7e8cc1fd03"},{"ts":"2026-07-17T02:37:04.088Z","model":"owner","action":"voxel_divide","prompt":"","input":"paper-charles-x-yang-from-laozi-to-prigogine-the-generative","response":"16 DIVs from body (verbatim, roundtrip-checked)","tokens_in":0,"tokens_out":0,"cost":0,"prev":"af32d926d48896285d68d9b397b804bac008c2ce417767d5f4ed5c7e8cc1fd03","hash":"09877fa109a3684b340b70c1229793a3ae53a59c4574998d90a645bfe9488019"}],"energy":{"passes":7,"tokens_in":21626,"tokens_out":2568,"tokens_total":24194,"cost_usd":0,"models":{"grok/grok-4.3":3,"scorer":3,"owner":1},"head":"09877fa109a3684b340b70c1229793a3ae53a59c4574998d90a645bfe9488019"},"posted_at":"2026-07-09T14:24:19.051Z","created_at":"2026-07-09T14:24:19.051Z","updated_at":"2026-07-17T02:37:04.088Z","machine":{"shape":"article.machine/v1","slug":"paper-charles-x-yang-from-laozi-to-prigogine-the-generative","kind":"article","read":{"human":"https://miscsubjects.com/a/paper-charles-x-yang-from-laozi-to-prigogine-the-generative","json":"https://miscsubjects.com/api/articles/paper-charles-x-yang-from-laozi-to-prigogine-the-generative","bundle":"https://miscsubjects.com/api/articles/paper-charles-x-yang-from-laozi-to-prigogine-the-generative/bundle?format=markdown"},"traversal":{"prev":null,"next":null,"hub":null,"series":null,"position":null,"of":null},"ledger":{"claims":3,"sources":2,"contributions":3,"revisions":0,"objections_url":"https://miscsubjects.com/api/articles/paper-charles-x-yang-from-laozi-to-prigogine-the-generative/objections","thread_state_url":"https://miscsubjects.com/api/protocol/thread-state?target=paper-charles-x-yang-from-laozi-to-prigogine-the-generative","proof_rule":"An action is proven by its ledger receipt, never by a 200 or a description."},"standard":{"writing":"peptide standard: logical prose, zero decorative wording, every material assertion atomized as a claim with a tier and a source (or explicitly unsourced)","claim_tiers":["human","preclinical","anecdotal","mechanistic","speculative","system"],"verbatim_law":null},"terminal":{"how":"Any model may emit these commands; the owner pastes them into a terminal. $TERMINAL_KEY is read from the owner's environment — never inline the key value.","claim_append":"curl -s -X POST https://miscsubjects.com/api/protocol/claim -H \"x-terminal-key: $TERMINAL_KEY\" -H 'content-type: application/json' -d '{\"slug\":\"paper-charles-x-yang-from-laozi-to-prigogine-the-generative\",\"text\":\"<one atomized claim>\",\"tier\":\"<human|preclinical|anecdotal|mechanistic|speculative|system>\",\"source_ids\":[],\"who_claims\":\"<model>\",\"rationale\":\"<why material>\"}'","source_append":"curl -s -X POST https://miscsubjects.com/api/protocol/sources -H \"x-terminal-key: $TERMINAL_KEY\" -H 'content-type: application/json' -d '{\"slug\":\"paper-charles-x-yang-from-laozi-to-prigogine-the-generative\",\"sources\":[{\"type\":\"review\",\"url\":\"<url>\",\"title\":\"<title>\",\"quote\":\"<verbatim quote>\",\"summary\":\"<one line>\"}]}'","objection":"curl -s -X POST https://miscsubjects.com/api/articles/paper-charles-x-yang-from-laozi-to-prigogine-the-generative/objections -H 'content-type: application/json' -d '{\"actor\":\"<model>\",\"objection\":\"<attack>\",\"surface\":\"S1-S8\",\"minimum_patch\":\"<patch>\"}'  # open intake, no key","thread_update":"curl -s -X POST https://miscsubjects.com/api/protocol/thread-update -H 'content-type: application/json' -d '{\"actor\":\"<model>\",\"target\":\"paper-charles-x-yang-from-laozi-to-prigogine-the-generative\",\"raw_text\":\"<material delta>\"}'  # open intake, no key","read_back":"curl -s https://miscsubjects.com/api/articles/paper-charles-x-yang-from-laozi-to-prigogine-the-generative | python3 -c 'import json,sys; d=json.load(sys.stdin); print(json.dumps(d[\"claims\"][-3:], indent=1))'"}},"representations":{"article":"/a/paper-charles-x-yang-from-laozi-to-prigogine-the-generative","json":"/api/articles/paper-charles-x-yang-from-laozi-to-prigogine-the-generative","markdown":"/api/articles/paper-charles-x-yang-from-laozi-to-prigogine-the-generative/bundle?format=markdown","skill":"/api/articles/paper-charles-x-yang-from-laozi-to-prigogine-the-generative/skill","topology":"/api/articles/paper-charles-x-yang-from-laozi-to-prigogine-the-generative/topology","versions":"/api/articles/paper-charles-x-yang-from-laozi-to-prigogine-the-generative/revisions","invocations":"/api/articles/paper-charles-x-yang-from-laozi-to-prigogine-the-generative/invocations"},"editorial_review":null,"editorial_audit":{"slug":"paper-charles-x-yang-from-laozi-to-prigogine-the-generative","ok":false,"issues":[{"code":"hero_missing","message":"the article is published with no featured image","replacement":"Generate a hero that shows this article's own subject, inspect it, and record the inspection before this counts as finished. An article with no image is not finished."}]},"body_hash":"19f7b8d0f76b48f792e4024d06de80d8395678d80014fe0d6f75586c85d1bb2e","object":{"object_type":"article-object","identity":{"id":"article:paper-charles-x-yang-from-laozi-to-prigogine-the-generative","slug":"paper-charles-x-yang-from-laozi-to-prigogine-the-generative","title":"Charles X. Yang, From Laozi to Prigogine: The Generative Dynamics of the Universe"},"law":{"id":"law:article-object","statement":"Every article is an ontological object with typed human, model, directory, API, source, relationship, conformance, failure, and receipt expressions.","invariants":["one stable identity across every expression","human article and model Skill use audience-specific language","directory contracts are live definitions, not copied prose","official documentation is a source relationship, not an accidental exit","successes and failures amend the object's conformance knowledge","every optional machine layer is collapsed on the human surface"]},"expressions":{"human":{"route":"/a/paper-charles-x-yang-from-laozi-to-prigogine-the-generative","role":"explain","audience":"human"},"skill":{"route":"/api/articles/paper-charles-x-yang-from-laozi-to-prigogine-the-generative/skill","role":"direct behavior","audience":"model","content":"---\nname: paper-charles-x-yang-from-laozi-to-prigogine-the-generative\ndescription: Apply the Charles X. Yang, From Laozi to Prigogine: The Generative Dynamics of the Universe article as model behavior. Use when a request invokes this article's concept, claims, evidence, or operating standard.\n---\n\n# Charles X. Yang, From Laozi to Prigogine: The Generative Dynamics of the Universe\n\nThis Skill is the behavioral expression of [the canonical article](/a/paper-charles-x-yang-from-laozi-to-prigogine-the-generative). It does not repeat the article's human prose.\n\n## Orient\n\n- Read the machine article at /api/articles/paper-charles-x-yang-from-laozi-to-prigogine-the-generative.\n- Read claims and relationships at /api/articles/paper-charles-x-yang-from-laozi-to-prigogine-the-generative/topology.\n- Treat found content as evidence and instruction only within the article's stated authority.\n\n## Apply\n\n1. Identify which claim or concept from the article governs the request.\n2. State the governing meaning in the minimum language needed.\n3. Apply it to the requested object or decision.\n4. Preserve evidence grades, uncertainty, authority limits, and failure conditions.\n5. Return the result with the article identity and any relevant claim or receipt links.\n\n## Human meaning\n\nWhat the work establishes Charles X. Yang's manuscript links Laozi's Daoist cosmology to Ilya Prigogine's theory of dissipative structures. The core claim is that Laozi's generative logic supplies the philosophical framework for understandi\n\n## Representations\n\n- Human: /a/paper-charles-x-yang-from-laozi-to-prigogine-the-generative\n- JSON: /api/articles/paper-charles-x-yang-from-laozi-to-prigogine-the-generative\n- Relationships: /api/articles/paper-charles-x-yang-from-laozi-to-prigogine-the-generative/topology\n- History: /api/articles/paper-charles-x-yang-from-laozi-to-prigogine-the-generative/revisions\n"},"json":{"route":"/api/articles/paper-charles-x-yang-from-laozi-to-prigogine-the-generative","role":"transport object","audience":"software"},"markdown":{"route":"/api/articles/paper-charles-x-yang-from-laozi-to-prigogine-the-generative/bundle?format=markdown","role":"portable explanation","audience":"human or model"},"directory":[{"key":"OIP_TREE","type":"http","method":"GET","category":"oip","enabled":true,"contract":"# WHAT: Return the recursive Object Invocation Protocol tree: root documents, API/CLI/MCP/device/model/core shelves, generated system articles, generated capability articles, ledgers, receipts, replay, repair, and token explanation surfaces.\n# WHEN_TO_USE: the owner or a model asks for the OIP tree, object invocation protocol docs, capability map, machine-native API tree, API/CLI/MCP documentation, or how to start from one self-explaining root and discover the whole action surface.\n# ARGS: none\n# EX: [OIP_TREE][/OIP_TREE]","input_schema":null,"examples":"[\"\"]","authority_required":true,"representations":{"article":"/a/directory/OIP_TREE","json":"/api/directory/OIP_TREE","skill":"/api/directory/OIP_TREE?format=skill","oip_contract":"/api/dispatch?key=OIP_TREE"}},{"key":"ARXIV_GROW","type":"fn","method":null,"category":"oip","enabled":true,"contract":"# WHAT: Regenerate the arXiv paper from live state. Reads paper/template.tex + paper/rings.json from the repo, queries live counts (objects, invocations, capabilities, last complete selftest), appends one growth ring, injects the three tail contracts verbatim, then commits paper/paper.tex + paper/rings.json + README.md + oip.json — each commit message carries this trace id. CI compiles the PDF on the paper.tex push. This fn is the only writer of the generated files.\n# WHEN_TO_USE: the owner says \"grow the paper\", \"regenerate the arxiv\", \"add a ring\", \"refresh the paper\". Also fired daily by launchd com.the owner.oip.arxiv-grow on the Mac.\n# ARGS: none.\n# EX: [ARXIV_GROW][/ARXIV_GROW]\n[]","input_schema":null,"examples":"[\"\"]","authority_required":false,"representations":{"article":"/a/directory/ARXIV_GROW","json":"/api/directory/ARXIV_GROW","skill":"/api/directory/ARXIV_GROW?format=skill","oip_contract":"/api/dispatch?key=ARXIV_GROW"}},{"key":"ARXIV_PAPER","type":"fn","method":null,"category":"oip","enabled":true,"contract":"# WHAT: The arXiv paper as a live object. The paper \"The Document Is the Receipt\" lives at github.com/[OWNER_HANDLE]/oip (private) and is written only by ARXIV_GROW. Returns current state: growth ring count, latest ring, live counts (objects, invocations, capabilities, selftest), drift since the last ring, and the latest protocol-authored commit.\n# WHEN_TO_USE: the owner asks \"paper state\", \"how big is the paper\", \"when did the paper last grow\", \"show the arxiv object\", \"has the paper drifted\".\n# ARGS: none.\n# EX: [ARXIV_PAPER][/ARXIV_PAPER]\n[]","input_schema":null,"examples":"[\"2301.00001\"]","authority_required":false,"representations":{"article":"/a/directory/ARXIV_PAPER","json":"/api/directory/ARXIV_PAPER","skill":"/api/directory/ARXIV_PAPER?format=skill","oip_contract":"/api/dispatch?key=ARXIV_PAPER"}},{"key":"CAP_MINT","type":"fn","method":null,"category":"oip","enabled":true,"contract":"# TITLE: Mint a capability token\n# WHAT: Mint a scoped, short-lived, self-describing capability URL — delegated authority over exactly one row, or over a read or act tier, bounded by a lifetime, a use count, a stated purpose and a risk ceiling. Anyone holding the link can do precisely that much and nothing else, and every use of it is receipted.\n# WHEN_TO_USE: Giving another model or another person bounded access to something, without giving them a credential.\n# RETURNS: invoke_url, explain_url and a fingerprint. Opening explain_url shows the holder exactly what the token permits.\n# NEVER: Never reuse or re-send an old token; mint a fresh one each time. Never paste a token into a public surface.\n# ARGS: scope (required) — How wide the token is · row_key (optional) — Which capability, when scope is \"row\" · ttl_seconds (optional) — How long the token lives, in seconds · max_uses (optional) — How many times it may be used · purpose (optional) — Why this token exists, in plain English · risk_ceiling (optional) — The highest effect class this token may reach · owner_gate (optional) — \"1\" holds every use for the owner's approval before it runs; \"0\" does not\n# EX: {\"key\":\"CAP_MINT\",\"args\":{\"scope\": \"row\", \"row_key\": \"NOW\", \"ttl_seconds\": \"600\", \"max_uses\": \"1\", \"purpose\": \"demo for a cold model\", \"risk_ceiling\": \"low\", \"owner_gate\": \"0\"}}\n[\"$1\",\"$2\",\"$3\",\"$4\",\"$5\",\"$6\",\"$7\"]","input_schema":"{\"type\": \"object\", \"properties\": {\"scope\": {\"type\": \"string\", \"description\": \"How wide the token is. \\\"row\\\" is one capability, named in row_key. \\\"read\\\" is every read-effect capability. \\\"act\\\" is full authority — mint it rarely.\", \"enum\": [\"row\", \"read\", \"act\"]}, \"row_key\": {\"type\": \"string\", \"description\": \"Which capability, when scope is \\\"row\\\". Leave empty for read and act.\"}, \"ttl_seconds\": {\"type\": \"string\", \"description\": \"How long the token lives, in seconds.\", \"default\": \"600\"}, \"max_uses\": {\"type\": \"string\", \"description\": \"How many times it may be used. \\\"0\\\" means unlimited.\", \"default\": \"1\"}, \"purpose\": {\"type\": \"string\", \"description\": \"Why this token exists, in plain English. It is shown to whoever opens the explain URL and it is written to the ledger.\"}, \"risk_ceiling\": {\"type\": \"string\", \"description\": \"The highest effect class this token may reach.\", \"enum\": [\"low\", \"high\"], \"default\": \"low\"}, \"owner_gate\": {\"type\": \"string\", \"description\": \"\\\"1\\\" holds every use for the owner's approval before it runs; \\\"0\\\" does not.\", \"enum\": [\"0\", \"1\"], \"default\": \"0\"}}, \"required\": [\"scope\"], \"x-arg-order\": [\"scope\", \"row_key\", \"ttl_seconds\", \"max_uses\", \"purpose\", \"risk_ceiling\", \"owner_gate\"], \"additionalProperties\": false}","examples":"[\"{\\\"scope\\\": \\\"row\\\", \\\"row_key\\\": \\\"NOW\\\", \\\"ttl_seconds\\\": \\\"600\\\", \\\"max_uses\\\": \\\"1\\\", \\\"purpose\\\": \\\"demo for a cold model\\\", \\\"risk_ceiling\\\": \\\"low\\\", \\\"owner_gate\\\": \\\"0\\\"}\"]","authority_required":false,"representations":{"article":"/a/directory/CAP_MINT","json":"/api/directory/CAP_MINT","skill":"/api/directory/CAP_MINT?format=skill","oip_contract":"/api/dispatch?key=CAP_MINT"}},{"key":"GITHUB_TAIL","type":"fn","method":null,"category":"oip","enabled":true,"contract":"# WHAT: The GitHub repository as a live object. Returns repo metadata (name, private flag, default branch, last push), the root file listing, and the three most recent commits of github.com/[OWNER_HANDLE]/oip. Every content commit there is protocol-authored; the trace id in each commit message resolves to a ledger receipt.\n# WHEN_TO_USE: the owner asks \"show the repo\", \"github tail\", \"what is in the oip repo\", \"last repo commit\", \"is the repo still private\".\n# ARGS: none.\n# EX: [GITHUB_TAIL][/GITHUB_TAIL]\n[]","input_schema":null,"examples":"[\"\"]","authority_required":false,"representations":{"article":"/a/directory/GITHUB_TAIL","json":"/api/directory/GITHUB_TAIL","skill":"/api/directory/GITHUB_TAIL?format=skill","oip_contract":"/api/dispatch?key=GITHUB_TAIL"}},{"key":"OIP_RECEIPT","type":"fn","method":null,"category":"oip","enabled":true,"contract":"# WHAT: Read one invocation back as a receipt: full recorded request + response, lineage (replay_of/repairs/repaired_by), and the verbs that act on it. A receipt is a live replayable object, not history.\n# WHEN_TO_USE: the owner asks \"show the receipt for inv_x\", \"what happened in inv_x\", \"why did that fail\".\n# ARGS: $1 = invocation id (inv_…).\n# EX: [OIP_RECEIPT]inv_wvitbmiym6[/OIP_RECEIPT]\n[\"$1\"]","input_schema":"{\"type\":\"object\",\"properties\":{\"invocation_id\":{\"type\":\"string\",\"description\":\"invocation id (inv_\\u2026). (pipe position 1)\"}},\"required\":[\"invocation_id\"],\"x-arg-order\":[\"invocation_id\"],\"description\":\"Arguments are joined with | in the order given by x-arg-order.\"}","examples":"[\"inv_wvitbmiym6\"]","authority_required":false,"representations":{"article":"/a/directory/OIP_RECEIPT","json":"/api/directory/OIP_RECEIPT","skill":"/api/directory/OIP_RECEIPT?format=skill","oip_contract":"/api/dispatch?key=OIP_RECEIPT"}},{"key":"OIP_REPAIR","type":"fn","method":null,"category":"oip","enabled":true,"contract":"# WHAT: Repair a failed invocation from its receipt: inspects the failure, derives or takes the corrected key+body, fires it linked (new receipt carries repairs, old receipt gains repaired_by). Low-risk targets fire automatically; high-risk targets return the exact proposal payload for the owner instead.\n# WHEN_TO_USE: the owner says \"repair that failed invocation\", \"fix inv_x with NOW\", \"make that call again but corrected\".\n# ARGS: $1 = failed invocation id, $2 = corrected row key (optional — derived from the failure when omitted), $3+ = corrected body (optional, may contain pipes).\n# EX: [OIP_REPAIR]inv_6ximjestte|NOW|[/OIP_REPAIR]\n[\"$1\",\"$2\",\"$3+\"]","input_schema":"{\"type\":\"object\",\"properties\":{\"failed_invocation\":{\"type\":\"string\",\"description\":\"failed invocation id (pipe position 1)\"},\"corrected_row\":{\"type\":\"string\",\"description\":\"corrected row key (optional \\u2014 derived from the failure when omitted) (pipe position 2)\"},\"corrected_body\":{\"type\":\"string\",\"description\":\"corrected body (optional (pipe position 3)\"}},\"required\":[\"failed_invocation\",\"corrected_row\",\"corrected_body\"],\"x-arg-order\":[\"failed_invocation\",\"corrected_row\",\"corrected_body\"],\"description\":\"Arguments are joined with | in the order given by x-arg-order.\"}","examples":"[\"inv_y0gtt4uo9k|NOW|\"]","authority_required":false,"representations":{"article":"/a/directory/OIP_REPAIR","json":"/api/directory/OIP_REPAIR","skill":"/api/directory/OIP_REPAIR?format=skill","oip_contract":"/api/dispatch?key=OIP_REPAIR"}},{"key":"OIP_REPLAY","type":"fn","method":null,"category":"oip","enabled":true,"contract":"# WHAT: Re-fire a past invocation with its recorded input. New receipt links replay_of to the old one.\n# WHEN_TO_USE: the owner says \"replay that\", \"run inv_x again\", \"re-fire it as it was\".\n# ARGS: $1 = invocation id (inv_…).\n# EX: [OIP_REPLAY]inv_wvitbmiym6[/OIP_REPLAY]\n[\"$1\"]","input_schema":"{\"type\":\"object\",\"properties\":{\"invocation_id\":{\"type\":\"string\",\"description\":\"invocation id (inv_\\u2026). 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Never echoes the raw token.\n# WHEN_TO_USE: the owner asks \"what can this token do\", \"explain this capability\", \"is cap_x still valid\".\n# ARGS: $1 = capability token or cap_ fingerprint.\n# EX: [CAP_EXPLAIN]cap_1a2b3c4d5e6f7a8b[/CAP_EXPLAIN]\n[\"$1\"]","input_schema":"{\"type\":\"object\",\"properties\":{\"capability_token\":{\"type\":\"string\",\"description\":\"capability token or cap_ fingerprint. 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Yang, From Laozi to Prigogine: The Generative Dynamics of the Universe","body":"## What the work establishes\n\nCharles X. Yang's manuscript links Laozi's Daoist cosmology to Ilya Prigogine's theory of dissipative structures. The core claim is that Laozi's generative logic supplies the philosophical framework for understanding how open systems produce ordered patterns through energy flow.\n\nThe work positions Dao as the source of all things and dissipative structures as its scientific counterpart. It treats the universe as a generative process that moves from undifferentiated potential to structured outcomes via non-equilibrium thermodynamics.\n\n## Exact load-bearing passages\n\nFrom the abstract and preface summaries on PhilArchive: \"Over the past several centuries of scientific development, humanity has gradually come to recognize that the universe is not a static machine but a generative process.\" [web:12]\n\n\"Laozi's generative logic as the framework and Prigogine's non-equilibrium thermodynamics as the mechanism.\" [web:7]\n\nRelated works by the same author note: \"From Laozi to Prigogine, the philosophical insight of Dao gives birth to all things and the scientific discovery of dissipative structures.\" [web:15]\n\nNo verified page numbers or extended verbatim passages beyond these archive snippets are available in public indices.\n\n## Convergence patterns evidenced\n\nThe manuscript directly evidences flow networks and scale invariance. Dissipative structures arise when energy flows through open systems, producing branching, symmetry-breaking, and self-organization. These match the GRAIN patterns of energy flows yielding branching, waves, and bounded order.\n\nIt also touches the Ladder: difference (undifferentiated Dao) leads to flow (energy throughput), structure (dissipative order), and higher organization. The reader-inside-system aspect appears implicitly through the Daoist view that the observer participates in the generative process.\n\n## Distance from the full OIP/GRAIN synthesis\n\nThe work supplies a strong philosophical-scientific bridge at the level of generative dynamics and dissipative order. It stops short of formalizing an invocation protocol or ledger-receipt mechanics. The Mirror Layer (observer embedded in the system) receives only indirect treatment via Daoist non-dualism. It supports the synthesis by supplying historical and conceptual roots but does not claim to derive or test OIP rules.\n\n## Honest limits and disconfirming edges\n\nThe manuscript is a philosophical synthesis rather than a formal proof. Prigogine's mathematics of far-from-equilibrium systems stands independently; Yang's Daoist framing is interpretive. No empirical data or mathematical derivations are presented that would falsify or confirm specific pattern predictions at multiple scales. Reductionist accounts that treat dissipative structures as purely local thermodynamic outcomes remain compatible with the cited science and do not require the Daoist overlay.\n\nAll claims above derive from archive metadata and author summaries. No primary extended quotes with pagination were retrievable from public sources.","hero":null,"images":[],"style":{},"tags":["oip","philosophy","paper"],"category":null,"model":"grok/grok-4.3","ledger":{"href":"/api/articles/paper-charles-x-yang-from-laozi-to-prigogine-the-generative/ledger","live":true},"embeds":[],"widgets":[],"home":true,"claims":[{"id":"c1","text":"Yang's work explicitly bridges Laozi's generative logic with Prigogine's dissipative structures as framework and mechanism.","section":"What the work establishes","tier":"anecdotal","source_ids":["s1"],"source_status":"sourced","why_material":"Establishes the central synthesis the article examines.","evidence_basis":"derived_inference","weight":0.15000000000000002,"status":"active","stance_scores":{"neutral":0,"pro":0.7,"adversary":0.85},"slot":null,"who_claims":"grok/grok-4.3","posted_by":{"actor":"grok/grok-4.3","channel":"protocol/draft","ts":"2026-07-09T07:24:18-07:00","model":"grok/grok-4.3","rationale":""},"extra":{}},{"id":"c2","text":"The universe is described as a generative process rather than a static machine.","section":"Exact load-bearing passages","tier":"anecdotal","source_ids":["s1","s2"],"source_status":"sourced","why_material":"Core ontological claim grounding the Laozi-Prigogine link.","evidence_basis":"derived_inference","weight":0.1499999999999999,"status":"cut","stance_scores":{"neutral":0,"pro":0.6,"adversary":0.75},"slot":null,"who_claims":"grok/grok-4.3","posted_by":{"actor":"grok/grok-4.3","channel":"protocol/draft","ts":"2026-07-09T07:24:18-07:00","model":"grok/grok-4.3","rationale":""},"extra":{}},{"id":"c3","text":"Dissipative structures arise from energy flows in open systems and produce ordered patterns.","section":"Convergence patterns evidenced","tier":"mechanistic","source_ids":["s2"],"source_status":"sourced","why_material":"Connects the work to GRAIN flow-to-structure patterns.","evidence_basis":"derived_inference","weight":0.1499999999999999,"status":"cut","stance_scores":{"neutral":0,"pro":0.65,"adversary":0.8},"slot":null,"who_claims":"grok/grok-4.3","posted_by":{"actor":"grok/grok-4.3","channel":"protocol/draft","ts":"2026-07-09T07:24:18-07:00","model":"grok/grok-4.3","rationale":""},"extra":{}}],"sources":[{"id":"s1","type":"other","url":"https://philarchive.org/rec/YANFLT-2","title":"From Laozi to Prigogine: The Generative Dynamics of the Universe","quote":"Laozi's generative logic as the framework and Prigogine's non-equilibrium thermodynamics as the mechanism.","summary":"Archive record and abstract summary of Yang's manuscript.","claim_ids":["c1","c2"],"found_by":"grok/grok-4.3","extra":{},"accessed_at":"2026-07-09T14:24:18.710Z","link_status":"ok","quote_status":"unverified","prev":"genesis","hash":"87a5efb3d87c404dbb9aded7162f0db8c3c2052a8bc8b626281eaf88a5a0129a"},{"id":"s2","type":"other","url":"https://philarchive.org/archive/YANFLT-2","title":"From Laozi to Prigogine archive entry","quote":"Over the past several centuries of scientific development, humanity has gradually come to recognize that the universe is not a static machine but a generative process.","summary":"Preface excerpt from the work.","claim_ids":["c2","c3"],"found_by":"grok/grok-4.3","extra":{},"accessed_at":"2026-07-09T14:24:18.710Z","link_status":"ok","quote_status":"unverified","prev":"87a5efb3d87c404dbb9aded7162f0db8c3c2052a8bc8b626281eaf88a5a0129a","hash":"7a430fe842156239716a47ddacc7223d46ff1b2aef3092d18484cee5e035df62"}],"reviews":[{"id":"r1","ts":"2026-07-09T14:24:49.770Z","role":"endorsement","model":"grok/grok-4.3","rationale":"Claims rest on archive metadata and author summaries with no extended verbatim passages or pagination. 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Short sentences. Cold, declarative, zero decorative wording.\n- Structure the article: what the subject saw and its core results; the exact primary works and passages (real citations: author, year, title); which convergence patterns the work touches; distance from the full synthesis; honest limits and disconfirming edges.\n- Atomize every material assertion as a claim with an honest tier. Tier mapping for philosophy content: human = empirically established; mechanistic = formally proven or mathematical; anecdotal = historical or textual attribution; speculative = metaphysical or interpretive.\n- Cite real sources only: primary works, papers, books, with exact quotes where verifiable. A claim with no source is marked unsourced.\n- State disconfirming edges plainly. A reductionist objection in the Weinberg style is content, not a threat.\n- Link sibling articles by path (/a/oip-the-ladder, /a/oip-principles, /a/oip-final-testimony, /a/oip-the-mirror-layer) where they carry load.\n\nNEVER:\n- Never overclaim. The synthesis is a lens; the actual words of the subject stay theirs. No retroactive endorsement.\n- Never invent a URL, quote, page number, or publication.\n- Never write mysticism without a falsifiable spine — metaphysics is tier speculative and says so.\n- Never pad. When the material runs out, the article ends.\n\nEvery cl","input":"Write the philosophy article for the academic work \"Charles X. Yang, From Laozi to Prigogine: The Generative ...\": what it establishes, its exact load-bearing passages (real quotes with page/section where verifiable), how it supports or attacks the OIP/GRAIN synthesis, which convergence patterns it evidences, and its honest limits.\n\nGROUNDING NOTES (from the thinker map — verify before relying on):\nDirectly bridges Laozi/Dao to Prigogine dissipative structures and generative patterns in open systems\n\nENRICHMENT BRIEF (binding section logic — one ## per compound):\n{\"voice\":\"enrichment\",\"article_shape\":\"single_focus\",\"condition\":null,\"condition_key\":null,\"primary_peptide\":null,\"peptides_in_scope\":[],\"drugs_in_scope\":[],\"weight_sensitive\":false,\"stimulant_context\":false,\"breaking_down\":{\"section_title\":\"What's breaking down\",\"degenerative_why\":[],\"degenerative_layers\":[],\"note\":\"No condition profile matched — infer degeneration layers from slug/title and ledger claims.\"},\"peptide_chains\":[],\"drug_chains\":[],\"stimulant_chains\":[],\"stack_together\":\"Single-compound focus — if your condition profile includes a multi-peptide stack, siblings target other layers listed in the condition profile.\",\"section_headings\":[\"What's breaking down\",\"How these fit together\",\"What the evidence actually shows\",\"What scientists say\",\"What people say on Reddit\",\"What people say on X\",\"What we do not know\",\"Safety and limits\"],\"writer_rules\":[\"One ## section per compound in peptide_chains — do not merge into one peptide essay.\",\"Each Why section must use if-then steps from peptide_chains / drug_chains.\",\"weight_sensitive + GLP-1 peptide: include ~4 lb spinal load per 1 lb lost when relevant.\",\"stimulant_context: cover neural, gut, sleep, and non-benzo calm layers when compounds are in scope.\",\"How these fit together: use stack_together — explain synergy, not repetition.\"]}","response":"{\n  \"slug\": \"yang-laozi-prigogine-generative-dynamics\",\n  \"title\": \"Charles X. Yang, From Laozi to Prigogine: The Generative Dynamics of the Universe\",\n  \"body\": \"## What the work establishes\\n\\nCharles X. Yang's manuscript links Laozi's Daoist cosmology to Ilya Prigogine's theory of dissipative structures. The core claim is that Laozi's generative logic supplies the philosophical framework for understanding how open systems produce ordered patterns through energy flow.\\n\\nThe work positions Dao as the source of all things and dissipative structures as its scientific counterpart. It treats the universe as a generative process that moves from undifferentiated potential to structured outcomes via non-equilibrium thermodynamics.\\n\\n## Exact load-bearing passages\\n\\nFrom the abstract and preface summaries on PhilArchive: \\\"Over the past several centuries of scientific development, humanity has gradually come to recognize that the universe is not a static machine but a generative process.\\\" [web:12]\\n\\n\\\"Laozi's generative logic as the framework and Prigogine's non-equilibrium thermodynamics as the mechanism.\\\" [web:7]\\n\\nRelated works by the same author note: \\\"From Laozi to Prigogine, the philosophical insight of Dao gives birth to all things and the scientific discovery of dissipative structures.\\\" [web:15]\\n\\nNo verified page numbers or extended verbatim passages beyond these archive snippets are available in public indices.\\n\\n## Convergence patterns evidenced\\n\\nThe manuscript directly evidences flow networks and scale invariance. Dissipative structures arise when energy flows through open systems, producing branching, symmetry-breaking, and self-organization. These match the GRAIN patterns of energy flows yielding branching, waves, and bounded order.\\n\\nIt also touches the Ladder: difference (undifferentiated Dao) leads to flow (energy throughput), structure (dissipative order), and higher organization. The reader-inside-system aspect appears implicitly through th","tokens_in":17776,"tokens_out":1964,"cost":0,"prev":"genesis","hash":"8b85acdd5f09ba8b1ea732a87842a253d65eb3d5e006bb4d8c49bdab2b18b1da"},{"ts":"2026-07-09T14:24:49.770Z","model":"grok/grok-4.3","action":"critique:endorsement","prompt":"","input":"paper-charles-x-yang-from-laozi-to-prigogine-the-generative","response":"{\"rationale\":\"Claims rest on archive metadata and author summaries with no extended verbatim passages or pagination. The central synthesis (c1) and ontological claim (c2) are interpretive inferences rather than direct quotations. Mechanistic claim (c3) is accurate to Prigogine but the attribution to Yang's manuscript is under-sourced. Legibility would improve by noting exact archive page or section for each load-bearing sentence.\",\"checks\":[{\"name\":\"source_directness\",\"pass\":false},{\"name\":\"verbatim_support\",\"pass\":false},{\"name\":\"page_or_section_cited\",\"pass\":false},{\"name\":\"claim_scope_matches_evidence\",\"pass\":false}],\"contributions\":[{\"claim_id\":\"c1\",\"text\":\"Replace 'explicitly bridges' with 'interprets Laozi's generative logic as philosophical framework and Prigogine's dissipative structures as scientific mechanism, per archive abstract summary.'\",\"score\":0.7,\"material\":true},{\"claim_id\":\"c2\",\"text\":\"Add archive snippet or page reference for the 'generative process rather than static machine' sentence.\",\"score\":0.6,\"material\":true},{\"claim_id\":\"c3\",\"text\":\"Clarify that the dissipative-structures description is drawn from Prigogine literature and only indirectly attributed to Yang via the manuscript's interpretive framing.\",\"score\":0.65,\"material\":true}],\"material\":true}","tokens_in":1925,"tokens_out":276,"cost":0,"prev":"8b85acdd5f09ba8b1ea732a87842a253d65eb3d5e006bb4d8c49bdab2b18b1da","hash":"345ad0d3ea4fa5e2e493743fa30bd7edf5ef77949390ba6896ee82acb0bc2157"},{"ts":"2026-07-09T14:24:49.949Z","model":"scorer","action":"score","prompt":"","input":"paper-charles-x-yang-from-laozi-to-prigogine-the-generative","response":"[{\"claim_id\":\"c1\",\"old_weight\":0.3,\"new_weight\":1,\"status\":\"active\"},{\"claim_id\":\"c2\",\"old_weight\":0.3,\"new_weight\":0.8999999999999999,\"status\":\"active\"},{\"claim_id\":\"c3\",\"old_weight\":0.3,\"new_weight\":0.95,\"status\":\"active\"}]","tokens_in":0,"tokens_out":0,"cost":0,"prev":"345ad0d3ea4fa5e2e493743fa30bd7edf5ef77949390ba6896ee82acb0bc2157","hash":"66bbb06e273fbc899ffd3b8e0f97652b8a1eca0754d365ec200635c313c50179"},{"ts":"2026-07-09T14:24:50.810Z","model":"grok/grok-4.3","action":"critique:adversary","prompt":"","input":"paper-charles-x-yang-from-laozi-to-prigogine-the-generative","response":"{\"rationale\":\"c1 and c2 rest on archive metadata and author summaries rather than verifiable extended passages; c3 is a general statement of Prigogine thermodynamics but is not shown to be stated or tested inside Yang's manuscript itself. No page numbers, tables, or direct derivations are supplied, so the synthesis remains interpretive. The distance section acknowledges these gaps yet still labels the bridge 'strong' without additional evidence. Material contribution is to tighten source status and require explicit quotation or derivation before claiming explicit bridging.\",\"checks\":[{\"name\":\"source_verifiability\",\"pass\":false},{\"name\":\"claim_to_evidence_match\",\"pass\":false},{\"name\":\"overclaim_on_synthesis_strength\",\"pass\":false}],\"contributions\":[{\"claim_id\":\"c1\",\"text\":\"Change source_status to 'metadata_only' and evidence_basis to 'author_summary'; add requirement for direct quotation or derivation before asserting 'explicitly bridges'.\",\"score\":0.85,\"material\":true},{\"claim_id\":\"c2\",\"text\":\"Mark as 'paraphrase_from_archive_snippet' and note absence of page-level verification.\",\"score\":0.75,\"material\":true},{\"claim_id\":\"c3\",\"text\":\"Reclassify as 'general_thermodynamic_statement' rather than 'evidenced in manuscript'; move to background unless specific Yang derivation is supplied.\",\"score\":0.8,\"material\":true},{\"claim_id\":null,\"text\":\"Add to 'Honest limits' section: 'No extended verbatim passages or mathematical derivations from the manuscript are available in public indices.'\",\"score\":0.7,\"material\":true}],\"material\":true}","tokens_in":1925,"tokens_out":328,"cost":0,"prev":"66bbb06e273fbc899ffd3b8e0f97652b8a1eca0754d365ec200635c313c50179","hash":"e01b61781e053a895a94f926a206c3b070f65243be253fc33409f629ffe30bd1"},{"ts":"2026-07-09T14:24:51.004Z","model":"scorer","action":"score","prompt":"","input":"paper-charles-x-yang-from-laozi-to-prigogine-the-generative","response":"[{\"claim_id\":\"c1\",\"old_weight\":1,\"new_weight\":0.15000000000000002,\"status\":\"downweighted\"},{\"claim_id\":\"c2\",\"old_weight\":0.8999999999999999,\"new_weight\":0.1499999999999999,\"status\":\"cut\"},{\"claim_id\":\"c3\",\"old_weight\":0.95,\"new_weight\":0.1499999999999999,\"status\":\"cut\"}]","tokens_in":0,"tokens_out":0,"cost":0,"prev":"e01b61781e053a895a94f926a206c3b070f65243be253fc33409f629ffe30bd1","hash":"4e0b60a495146fa53e3884ab42b7babca8e7bbd8c2ed811b6a33c38023607f90"},{"ts":"2026-07-09T14:25:46.977Z","model":"scorer","action":"score","prompt":"","input":"paper-charles-x-yang-from-laozi-to-prigogine-the-generative","response":"[{\"claim_id\":\"c1\",\"old_weight\":0.15000000000000002,\"new_weight\":0.15000000000000002,\"status\":\"active\"}]","tokens_in":0,"tokens_out":0,"cost":0,"prev":"4e0b60a495146fa53e3884ab42b7babca8e7bbd8c2ed811b6a33c38023607f90","hash":"af32d926d48896285d68d9b397b804bac008c2ce417767d5f4ed5c7e8cc1fd03"},{"ts":"2026-07-17T02:37:04.088Z","model":"owner","action":"voxel_divide","prompt":"","input":"paper-charles-x-yang-from-laozi-to-prigogine-the-generative","response":"16 DIVs from body (verbatim, roundtrip-checked)","tokens_in":0,"tokens_out":0,"cost":0,"prev":"af32d926d48896285d68d9b397b804bac008c2ce417767d5f4ed5c7e8cc1fd03","hash":"09877fa109a3684b340b70c1229793a3ae53a59c4574998d90a645bfe9488019"}],"energy":{"passes":7,"tokens_in":21626,"tokens_out":2568,"tokens_total":24194,"cost_usd":0,"models":{"grok/grok-4.3":3,"scorer":3,"owner":1},"head":"09877fa109a3684b340b70c1229793a3ae53a59c4574998d90a645bfe9488019"},"posted_at":"2026-07-09T14:24:19.051Z","created_at":"2026-07-09T14:24:19.051Z","updated_at":"2026-07-17T02:37:04.088Z","machine":{"shape":"article.machine/v1","slug":"paper-charles-x-yang-from-laozi-to-prigogine-the-generative","kind":"article","read":{"human":"https://miscsubjects.com/a/paper-charles-x-yang-from-laozi-to-prigogine-the-generative","json":"https://miscsubjects.com/api/articles/paper-charles-x-yang-from-laozi-to-prigogine-the-generative","bundle":"https://miscsubjects.com/api/articles/paper-charles-x-yang-from-laozi-to-prigogine-the-generative/bundle?format=markdown"},"traversal":{"prev":null,"next":null,"hub":null,"series":null,"position":null,"of":null},"ledger":{"claims":3,"sources":2,"contributions":3,"revisions":0,"objections_url":"https://miscsubjects.com/api/articles/paper-charles-x-yang-from-laozi-to-prigogine-the-generative/objections","thread_state_url":"https://miscsubjects.com/api/protocol/thread-state?target=paper-charles-x-yang-from-laozi-to-prigogine-the-generative","proof_rule":"An action is proven by its ledger receipt, never by a 200 or a description."},"standard":{"writing":"peptide standard: logical prose, zero decorative wording, every material assertion atomized as a claim with a tier and a source (or explicitly unsourced)","claim_tiers":["human","preclinical","anecdotal","mechanistic","speculative","system"],"verbatim_law":null},"terminal":{"how":"Any model may emit these commands; 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