{"_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-25-nodes","urls":{"read":"https://miscsubjects.com/api/articles/convergence-25-nodes/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-25-nodes/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-25-nodes/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-25-nodes/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-25-nodes/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-25-nodes/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-25-nodes/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":"2026-07-04T10:50:34.230Z","slug":"convergence-25-nodes","title":"Convergence: 1. The 25 Nodes","url":"https://miscsubjects.com/a/convergence-25-nodes","register":"oip_protocol","tags":["OIP","convergence","philosophy","systems-theory","catalogue"],"posted_at":"2026-07-04T06:12:55.182Z","updated_at":"2026-07-04T07:37:27.867Z","body":"## The Claim\nTwenty-five nodes document convergent patterns across science.\n\n## Definitions\nA claim is a proposition.\nA node is a claim with 14 facets.\nID is the identifier.\nDomain is the field.\nPattern is the structure.\nMechanism is the process.\nScale is the size.\nTier is the strength.\nSource is the citation.\nDual is the opposite.\nFalsifier is the collapse trigger.\nRival frame is the competitor.\nIndependence check tests derivation.\nPattern type is the class.\nAxiom map is the link.\nLoad-bearing means the node supports the thesis.\nConditional means the node holds under assumptions.\nCarried means the node is decorative.\nConvergent means the pattern recurs across non-contacting domains.\nBorrowed means one domain copied the pattern from another.\nIndependence is the absence of borrowing.\nStructural means the pattern arises from mathematics, not coincidence.\nCausal contact means direct influence between domains.\n\n## The Logic\n1. If a node has tier T0-T1, then it is load-bearing.\n2. If a node has tier T2, then it is conditional.\n3. If a node has tier T3+, then it is carried.\n4. If independence is high, then the pattern is convergent.\n5. If independence is low, then the pattern is borrowed.\n6. If the falsifier appears, then the node collapses.\n7. If a rival frame exceeds the claim, then the node weakens.\n8. If nodes span domains without causal contact, then the pattern is convergent.\n9. If the same equation appears in unrelated fields, then the pattern is structural.\n\n## The Evidence\nC01 (Gradient Dissipation): Prigogine (1977), Schroedinger (1944), Schneider and Kay (1994), England (2013).\nC02 (Least Action): Fermat (1662), Lagrange (1788), Hamilton (1833), Feynman (1948).\nC03 (Symmetry-Conservation): Noether (1918), Weyl (1928), Wigner (1939).\nC04 (Symmetry-Breaking): Landau (1937), Anderson (1958), Higgs (1964), Turing (1952).\nC05 (Criticality): Bak, Tang, Wiesenfeld (1987), Kauffman (1993), Langton (1990), Wilson (1971), Beggs, Plenz (2003).\nC06 (Information-Entropy): Shannon (1948), Landauer (1961), Jaynes (1957), Kolmogorov (1965), Bennett (1982).\nC08 (Recursion): Godel (1931), Turing (1936), von Neumann (1948), Hofstadter (1979).\nC09 (Selection): Darwin (1859), Wallace (1858), Price (1970), Dawkins (1976), Campbell (1974), Edelman (1987).\nC10 (Scale Invariance): Mandelbrot (1982), Kleiber (1932), West, Brown, and Enquist (1997), Wilson (1971).\nC11 (Networks): Euler (1736), Watts and Strogatz (1998), Barabasi and Albert (1999), Granovetter (1973).\nC12 (Autopoiesis): Maturana and Varela (1972), Varela (1979), Luhmann (1984), Thompson (2007).\nC13 (Free Energy): Helmholtz (1867), Friston (2005, 2010), Rao and Ballard (1999).\nC14 (Duality): Bohr (1928), Newton (1687), Heraclitus (~500 BCE), Lao Tzu, Jung (1951).\nC15 (Optimization): Pareto (1906), Koopmans (1951), Carnot (1824), Stearns (1992).\nC16 (Branching): Murray (1926), Horton (1945), Bejan (1996), West, Brown, and Enquist (1997).\nC17 (Spirals): Fibonacci (1202), Schimper (1830), Jean (1994), Lindstedt (1984), Lin and Shu (1964).\nC18 (Waves): d'Alembert (1746), Fourier (1822), Maxwell (1865), Schroedinger (1926), Hodgkin and Huxley (1952).\nC19 (Thermoeconomics): Georgescu-Roegen (1971), Odum (1971), Lotka (1922), Ayres (1998).\nC20 (Computation): Church (1936), Turing (1936), von Neumann (1945), Wolfram (2002).\nC21 (Emergence): Anderson (1972), Laughlin (1999).\n\n## The Falsifier\nA node has zero independent derivations.\nSources show borrowing, not independence.\nA falsifier appears.\n\n## The Uncertainty\nNodes C20-C25 are absent.\nC13 falsifiability status is unknown.\nC12 is a definition or a mechanism. Its status is unknown.\nC17 astronomical claim is weaker than biological claim.","claims":[],"sources":[],"voxels":{"slug":"convergence-25-nodes","counts":{"voxels":0,"sources":0,"edges":0},"note":"slim bundle — full voxels at /api/articles/convergence-25-nodes/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-25-nodes","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-25-nodes","bundle_json":"https://miscsubjects.com/api/articles/convergence-25-nodes/bundle","bundle_markdown":"https://miscsubjects.com/api/articles/convergence-25-nodes/bundle?format=markdown","topology":"https://miscsubjects.com/api/articles/convergence-25-nodes/topology","question_graph":"https://miscsubjects.com/api/articles/convergence-25-nodes/question-graph","sources":"https://miscsubjects.com/api/articles/convergence-25-nodes/sources","provenance":"https://miscsubjects.com/api/articles/convergence-25-nodes/provenance","contributions":"https://miscsubjects.com/api/articles/convergence-25-nodes/contributions","graph_topology":"https://miscsubjects.com/api/articles/convergence-25-nodes/graph-topology?question={question}","voxels":"https://miscsubjects.com/api/articles/convergence-25-nodes/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-25-nodes/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-25-nodes","graph_yield":"https://miscsubjects.com/api/graph?slugs=convergence-25-nodes&layer=yield","obsidian_vault":"https://miscsubjects.com/api/articles/obsidian-vault?slugs=convergence-25-nodes","graph_query":"https://miscsubjects.com/api/v1/query?from=convergence-25-nodes&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-25-nodes|your question","router_tag":"[ARTICLE_ASK]convergence-25-nodes|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-25-nodes|q:{node_id}|paste evidence","router_tag":"[ARTICLE_INGEST]convergence-25-nodes|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-25-nodes|tier|assertion — who claims it?","router_tag":"[ARTICLE_CLAIM]convergence-25-nodes|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-25-nodes","url":"https://miscsubjects.com/a/convergence-25-nodes","bundle_url":"https://miscsubjects.com/api/articles/convergence-25-nodes/bundle?format=markdown"}},"api_urls":{"bundle":"https://miscsubjects.com/api/articles/convergence-25-nodes/bundle","bundle_markdown":"https://miscsubjects.com/api/articles/convergence-25-nodes/bundle?format=markdown","topology":"https://miscsubjects.com/api/articles/convergence-25-nodes/topology","voxels":"https://miscsubjects.com/api/articles/convergence-25-nodes/voxels","constitution":"https://miscsubjects.com/api/articles/constitution","ontology":"https://miscsubjects.com/api/articles/ontology","question_graph":"https://miscsubjects.com/api/articles/convergence-25-nodes/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"}}