{"_self":{"principle":"Self-explaining payload — no external context required. This _self block describes what you are reading and where to look next.","widget":"article_bundle","feature":"bundle","name":"LLM article bundle","what":"Paste-ready package: body + claims + sources + voxels + provenance + manifest + constitution.","contains":"body, claims, sources, voxels, provenance, question graph, constitution, llm_manifest","slug":"convergence-schema","urls":{"read":"https://miscsubjects.com/api/articles/convergence-schema/bundle?format=markdown"},"how_to_use":"Paste into any LLM. Read §SELF first. Write back via ingest or claim endpoints in llm_manifest.","write":null,"imessage":null,"router_tag":null,"proof_chain":[{"step":1,"claim":"Articles are voxel graphs of tiered claims, not prose blobs.","verify":"https://miscsubjects.com/api/articles/constitution"},{"step":2,"claim":"Claims link to hash-chained sources via source_ids.","verify":"https://miscsubjects.com/api/articles/convergence-schema/sources"},{"step":3,"claim":"Ask reads topology; ingest/claim append to ledger.","verify":"https://miscsubjects.com/api/protocol"},{"step":4,"claim":"Models queue growth: populate → collaborate → repair → reflex.","verify":"https://miscsubjects.com/api/protocol/grow"},{"step":5,"claim":"Graph proves its own shape (reflex) and $/claim (yield).","verify":"https://miscsubjects.com/graph.html?layer=reflex"},{"step":6,"claim":"Full feature index + _explain on every API response.","verify":"https://miscsubjects.com/api/articles/system-map"}],"related_features":[{"id":"topology","name":"Article topology","what":"Claims, sources, anecdotes, user reports, related embeds, question graph slice — for ask/ROUTER.","urls":{"read":"https://miscsubjects.com/api/articles/convergence-schema/topology"}},{"id":"voxels","name":"Voxel graph","what":"Claims as atoms, sources as edges (supported_by, posted_by). Per-claim provenance.","urls":{"read":"https://miscsubjects.com/api/articles/convergence-schema/voxels","write":"https://miscsubjects.com/api/protocol/claim"}},{"id":"ask","name":"Ask protocol","what":"Answer only from topology; creates question_node with gaps and ingest_hint.","urls":{"read":"https://miscsubjects.com/api/articles/convergence-schema/prompts","write":"https://miscsubjects.com/api/protocol/ask"}},{"id":"ingest","name":"Ingest protocol","what":"Parse pasted evidence → source ledger + claims + evidence_ingest node.","urls":{"write":"https://miscsubjects.com/api/protocol/ingest"}},{"id":"claim_post","name":"Claim post protocol","what":"Prompt-injection style POST — one claim voxel with who_claims + posted_by.","urls":{"read":"https://miscsubjects.com/api/articles/convergence-schema/voxels","write":"https://miscsubjects.com/api/protocol/claim"}},{"id":"llm_manifest","name":"LLM manifest","what":"Machine-readable read/write contract for external LLMs.","urls":{"read":"https://miscsubjects.com/api/articles/llm-manifest"}}],"system_map":"https://miscsubjects.com/api/articles/system-map","system_map_markdown":"https://miscsubjects.com/api/articles/system-map?format=markdown","not_medical_advice":true},"_explain":{"feature":"bundle","name":"LLM article bundle","what":"Paste-ready package: body + claims + sources + voxels + provenance + manifest + constitution.","why":"Every feature is auditable collective intelligence","how":"Paste into any LLM. Read §SELF first. Write back via ingest or claim endpoints in llm_manifest.","model":null,"verifies":null,"urls":{"read":"https://miscsubjects.com/api/articles/convergence-schema/bundle?format=markdown"},"imessage":null,"router":null,"related":[{"id":"topology","what":"Claims, sources, anecdotes, user reports, related embeds, question graph slice — for ask/ROUTER."},{"id":"voxels","what":"Claims as atoms, sources as edges (supported_by, posted_by). Per-claim provenance."},{"id":"ask","what":"Answer only from topology; creates question_node with gaps and ingest_hint."},{"id":"ingest","what":"Parse pasted evidence → source ledger + claims + evidence_ingest node."},{"id":"claim_post","what":"Prompt-injection style POST — one claim voxel with who_claims + posted_by."},{"id":"llm_manifest","what":"Machine-readable read/write contract for external LLMs."}],"not_medical_advice":true},"bundle_version":1,"generated_at":"2026-07-04T10:34:09.032Z","slug":"convergence-schema","title":"Convergence: 0. The Schema","url":"https://miscsubjects.com/a/convergence-schema","register":"oip_protocol","tags":["OIP","convergence","philosophy","systems-theory","catalogue"],"posted_at":"2026-07-04T06:12:53.637Z","updated_at":"2026-07-04T07:53:13.153Z","body":"## The Claim\nA schema scores convergence claims by tier, independence, and depth.\n\n## Definitions\nA schema scores claims.\nA node is a documented claim.\nAn edge is a relationship between nodes.\nTier is the epistemic status of a claim.\nT0 = theorem. T1 = established. T2 = contested. T3 = philosophical. T4 = experiential. T5 = metaphor.\nDomain independence measures whether multiple fields derived a pattern without borrowing.\nCitation depth measures source specificity.\nDepth = 1.0 if source has name, year, and result.\nDepth = 0.5 if source has name only.\nDepth = 0.1 if source shows vagueness.\nConvergence strength is a weighted sum of tier, independence, and depth.\nA load-bearing node carries structural weight.\nStrength exceeds 6.0.\nTier does not exceed T2.\nA carried node does not carry structural weight.\nTier meets or exceeds T3.\nOr strength falls below 6.0.\n\n## The Logic\n1. If a claim matches T0, then weight = 4.\n2. If a claim matches T1, then weight = 3.\n3. If a claim matches T2, then weight = 2.\n4. If a claim matches T3, then weight = 1.\n5. If a claim matches T4, then weight = 0.5.\n6. If a claim matches T5, then weight = 0.\n7. If domains derived a pattern independently, then independence = 1.0.\n8. If domains partially borrowed, then independence = 0.5.\n9. If one domain imported from another, then independence = 0.2.\n10. If a source has name, year, and result, then depth = 1.0.\n11. If a source has name only, then depth = 0.5.\n12. If a source shows vagueness, then depth = 0.1.\n13. If strength exceeds 6.0 and tier stays below T3, then the node carries weight.\n14. If tier meets or exceeds T3, then the node does not carry weight.\n15. If strength falls below 6.0, then the node does not carry weight.\n\n## The Evidence\nConvergence_Strength = sum over all instances of [tier_weight * domain_independence * citation_depth].\n\n## The Falsifier\nIf a node with tier T3 or above carries structural weight, the schema fails.\nIf a node with strength below 6.0 carries structural weight, the schema fails.\nIf the weights have no derivation, the schema fails.\n\n## The Uncertainty\nNo one knows the optimal weights.\nNo one knows the optimal thresholds.\nNo one knows the optimal formula.\n","claims":[],"sources":[],"voxels":{"slug":"convergence-schema","counts":{"voxels":0,"sources":0,"edges":0},"note":"slim bundle — full voxels at /api/articles/convergence-schema/voxels"},"constitution":{"url":"https://miscsubjects.com/api/articles/constitution"},"provenance":[],"contributions":[],"topology":null,"slim":true,"ledger_totals":{"claims":0,"sources":0,"exported_claims":0,"exported_sources":0},"question_graph":{"slug":"convergence-schema","questions":[],"evidence":[],"edges":[],"counts":{"questions":0,"evidence":0,"edges":0}},"verification":{"provenance":{"valid":true,"entries":0,"head":"genesis"},"sources":{"valid":true,"entries":0,"head":"genesis"}},"counts":{"claims":0,"sources":0,"provenance":0,"contributions":0,"questions":0,"evidence_ingests":0,"voxel_edges":0},"llm_manifest":{"version":"1","site":"https://miscsubjects.com","purpose":"Peptide evidence articles with hash-chained source ledgers, tiered claims, and a question graph. LLMs should READ bundles/URLs and WRITE back via ingest — never invent doses.","read":{"human_page":"https://miscsubjects.com/a/convergence-schema","bundle_json":"https://miscsubjects.com/api/articles/convergence-schema/bundle","bundle_markdown":"https://miscsubjects.com/api/articles/convergence-schema/bundle?format=markdown","topology":"https://miscsubjects.com/api/articles/convergence-schema/topology","question_graph":"https://miscsubjects.com/api/articles/convergence-schema/question-graph","sources":"https://miscsubjects.com/api/articles/convergence-schema/sources","provenance":"https://miscsubjects.com/api/articles/convergence-schema/provenance","contributions":"https://miscsubjects.com/api/articles/convergence-schema/contributions","graph_topology":"https://miscsubjects.com/api/articles/convergence-schema/graph-topology?question={question}","voxels":"https://miscsubjects.com/api/articles/convergence-schema/voxels","constitution":"https://miscsubjects.com/api/articles/constitution","ontology":"https://miscsubjects.com/api/articles/ontology","system_map":"https://miscsubjects.com/api/articles/system-map","system_map_markdown":"https://miscsubjects.com/api/articles/system-map?format=markdown","health":"https://miscsubjects.com/api/articles/convergence-schema/health","repair":"POST https://miscsubjects.com/api/protocol/repair","list_articles":"https://miscsubjects.com/api/articles","graph_canvas":"https://miscsubjects.com/graph.html?slugs=convergence-schema","graph_yield":"https://miscsubjects.com/api/graph?slugs=convergence-schema&layer=yield","obsidian_vault":"https://miscsubjects.com/api/articles/obsidian-vault?slugs=convergence-schema","graph_query":"https://miscsubjects.com/api/v1/query?from=convergence-schema&kind=claim&where=tier=human"},"ask":{"description":"Answer only from topology; creates a question_node with gaps.","api":"POST https://miscsubjects.com/api/protocol/ask","body":{"slug":"{slug}","question":"string"},"imessage":"convergence-schema|your question","router_tag":"[ARTICLE_ASK]convergence-schema|question[/ARTICLE_ASK]","auth":"x-terminal-key header for API; iMessage/WhatsApp via miscsubjects build"},"ingest":{"description":"Parse pasted evidence → source ledger + claims + evidence_ingest node.","api":"POST https://miscsubjects.com/api/protocol/ingest","body":{"slug":"{slug}","evidence":"paste text","question_node_id":"optional qn_..."},"imessage":"ingest convergence-schema|q:{node_id}|paste evidence","router_tag":"[ARTICLE_INGEST]convergence-schema|evidence[/ARTICLE_INGEST]","tiers":["human","preclinical","anecdotal","mechanistic","speculative"]},"claim":{"description":"Prompt-injection style POST — one claim voxel with who_claims + posted_by provenance.","api":"POST https://miscsubjects.com/api/protocol/claim","body":{"slug":"{slug}","text":"one assertion","tier":"human|preclinical|anecdotal|mechanistic|speculative","who_claims":"study author, platform, or model id","source_ids":"optional [s1]"},"imessage":"claim convergence-schema|tier|assertion — who claims it?","router_tag":"[ARTICLE_CLAIM]convergence-schema|tier|assertion[/ARTICLE_CLAIM]","slots":["what_it_is","who_claims_what","what_is_known","what_is_unknown","mechanism","limitations","disclaimer"]},"tiers":{"human":0.8,"preclinical":0.5,"anecdotal":0.3,"mechanistic":0.3,"speculative":0.1},"invariants":["Self-explaining — every API JSON has _self; every paste widget has §SELF; root index at /api/articles/system-map","Append-only — revisions preserved at ?rev=n","Source chain verifies integrity, not truth","Answers must cite claim ids and source ids from topology","Not medical advice"],"constitution":{"version":1,"principle":"Articles are voxel graphs of claims — not prose blobs. Every assertion is a claim atom with tier, weight, source_ids, and posted_by provenance.","slots":[{"id":"what_it_is","required":true,"answers":"What is this peptide/stack/condition?"},{"id":"who_claims_what","required":true,"answers":"Who claims what — study authors, platforms, n=?"},{"id":"what_is_known","required":true,"answers":"What is known with tier labels (human/preclinical/anecdotal)"},{"id":"what_is_unknown","required":true,"answers":"What is NOT known — explicit gaps"},{"id":"mechanism","required":false,"answers":"Proposed mechanism (mechanistic tier only)"},{"id":"limitations","required":true,"answers":"Limits of evidence — no dose advice"},{"id":"disclaimer","required":true,"answers":"Not medical advice"}],"claim_rules":["One claim = one falsifiable assertion. No compound claims.","Every claim must declare tier: human|preclinical|anecdotal|mechanistic|speculative|system.","system tier = architecture/design axioms (not biological mechanism). Use for protocol self-definition.","Sourced claims must cite source_ids from the hash-chained ledger.","Unsourced claims must set source_status: unsourced and why_material.","posted_by is mandatory on every new claim (model id, human, or channel).","No medical advice, no doses, no 'you should take'.","Bad information is retracted (status:retracted), never deleted — retraction event stays on ledger.","Adversary challenges link via challenges[] / challenged_by[] — target may be downweighted.","Leaked secrets are scrubbed to [REDACTED:secret-leak] with scrub_events tombstone — honest audit trail."],"source_rules":["Every source is a voxel edge: type, url, exact quote, summary, found_by, accessed_at.","Sources hash-chain — prev/hash on append.","Anecdotal sources must name platform (reddit|x|youtube|imessage|user_entry)."],"ontology_rules":["Peptide articles (bpc-157, tb-500) are tree roots.","Condition articles (bpc-157-glp1-gut-damage) branch from peptides.","Stack articles (wolverine-stack-glp1) compose peptides — never duplicate peptide mechanism prose.","If an article has no parent embeds and is not a root peptide → sprawl candidate.","Misstep = duplicate scope with another slug; merge or reparent via embeds."],"post_protocol":{"claim":"POST /api/protocol/claim","source":"POST /api/protocol/sources","ingest":"POST /api/protocol/ingest","webhook":"POST /api/articles/<slug>/webhook {kind:claim|source}","imessage_claim":"claim {slug}|{tier}|your assertion — who claims it, source?","imessage_ingest":"ingest {slug}|evidence paste"}},"this_article":{"slug":"convergence-schema","url":"https://miscsubjects.com/a/convergence-schema","bundle_url":"https://miscsubjects.com/api/articles/convergence-schema/bundle?format=markdown"}},"api_urls":{"bundle":"https://miscsubjects.com/api/articles/convergence-schema/bundle","bundle_markdown":"https://miscsubjects.com/api/articles/convergence-schema/bundle?format=markdown","topology":"https://miscsubjects.com/api/articles/convergence-schema/topology","voxels":"https://miscsubjects.com/api/articles/convergence-schema/voxels","constitution":"https://miscsubjects.com/api/articles/constitution","ontology":"https://miscsubjects.com/api/articles/ontology","question_graph":"https://miscsubjects.com/api/articles/convergence-schema/question-graph","ask":"https://miscsubjects.com/api/protocol/ask","ingest":"https://miscsubjects.com/api/protocol/ingest","claim":"https://miscsubjects.com/api/protocol/claim","system_map":"https://miscsubjects.com/api/articles/system-map","system_map_markdown":"https://miscsubjects.com/api/articles/system-map?format=markdown"}}