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Per-claim provenance.","urls":{"read":"https://miscsubjects.com/api/articles/school-self-organized-criticality/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/school-self-organized-criticality/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/school-self-organized-criticality/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":"Portable reference package: body + claims + sources + voxels + provenance + manifest + constitution.","why":"Every feature is auditable collective intelligence","how":"Reference bundle for an LLM or reader. §SELF explains the surface; ingest and claim endpoints in llm_manifest are the write-back routes.","model":null,"verifies":null,"urls":{"read":"https://miscsubjects.com/api/articles/school-self-organized-criticality/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},"MASTHEAD":{"sorry_status":"planes not merged yet — sorry-status activates after voxel-merge-planes","identity":{"slug":"school-self-organized-criticality","version":1,"content_hash":"8f70153ca24f6110647664c70288eb94195534f1c8b223c904c75429f63ec87d","thread_head":"genesis","divs":17},"thesis":{"root_claim":"c1","text":"Driven dissipative systems with local interactions self-organize to a critical state that produces power-law distributed avalanches.","tier":"mechanistic"},"load_bearing":[{"id":"c5","tier":"mechanistic","status":"active","text":"Some analyses find the sandpile yields 1/f² spectra and resists clean scaling extraction."},{"id":"c3","tier":"anecdotal","status":"active","text":"SOC accounts for scale invariance, bounded chaos, and flow networks in physical and biological systems."}],"standing_objections":{"open":0,"strongest_open":null,"link":"https://miscsubjects.com/api/articles/school-self-organized-criticality/discourse"},"verbs":{"read":"GET https://miscsubjects.com/api/articles/school-self-organized-criticality/voxels — DIVs + hashes + chains (free)","read_claims":"GET https://miscsubjects.com/api/articles/school-self-organized-criticality/claims — every formal claim as claim:<id> with current hash, thread, stable link, and exact contribution/edit bodies","challenge":"POST https://miscsubjects.com/api/protocol/voxel-challenge {slug, expected_thread_head, target_div?, expected_hash?, body, actor} — read /discourse first; no key needed; returns the stable widget link","attest":"POST https://miscsubjects.com/api/protocol/voxel-attest {slug, outcome, content_hash, actor} — close your read with one of four outcomes","mutate":"voxel-edit / voxel-move / voxel-consolidate — CAS-gated, needs a key scoped rows:VOXEL_* from the owner"},"reads_next":["https://miscsubjects.com/a/philosophy","https://miscsubjects.com/api/articles/school-self-organized-criticality/discourse","https://miscsubjects.com/api/protocol"]},"bundle_version":1,"generated_at":"2026-07-30T06:14:37.325Z","slug":"school-self-organized-criticality","title":"Self-Organized Criticality","url":"https://miscsubjects.com/a/school-self-organized-criticality","register":"standard","tags":["oip","philosophy","school"],"posted_at":"2026-07-07T06:48:51.941Z","updated_at":"2026-07-17T02:41:32.115Z","body":"## What the subject saw and its core results\n\nPer Bak, Chao Tang, and Kurt Wiesenfeld observed that slowly driven dissipative systems with many interacting parts reach a critical state through their own dynamics. No external parameter tuning is required. The system produces avalanches of all sizes. These events follow power-law distributions. The result is scale-invariant behavior across space and time.\n\nThe sandpile model demonstrates the pattern. Grains added one by one trigger topplings. Small events stay local. Large events span the lattice. The statistics remain the same regardless of driving rate or lattice size within broad limits.\n\nThis mechanism generates fractal structures, 1/f noise spectra, and memory effects from prior events. Energy flows produce branching flow networks and bounded chaos without fine adjustment.\n\n## Exact primary works and passages\n\nBak, P., Tang, C., & Wiesenfeld, K. (1987). Self-organized criticality: An explanation of the 1/f noise. Physical Review Letters, 59(4), 381–384. The abstract states: “We show that dynamical systems with spatial degrees of freedom naturally evolve into a self-organized critical point.”\n\nBak, P. (1996). How Nature Works: The Science of Self-Organized Criticality. Copernicus. Chapter 1 opens: “Self-organized criticality is a new way of viewing nature. The basic picture is one where nature is perpetually out of balance, but organized in a poised state—the critical state—where anything can happen within well-defined statistical laws.”\n\n## Convergence patterns touched\n\nThe work independently derives scale invariance through power-law avalanche sizes. It produces bounded chaos via metastable states that release in discrete events. Flow networks appear in the propagation paths of activity. Memory arises because each avalanche alters the configuration for future events. These match the grain patterns of branching, scale invariance, and bounded chaos listed in the synthesis.\n\nThe Ladder receives support up to structure and memory. Local rules generate global order without central control.\n\n## Distance from the full synthesis\n\nSelf-organized criticality supplies a physical mechanism for cross-scale patterns in driven systems. It stops short of explicit mapping onto life or mind. The Mirror Layer receives no direct treatment. The reader remains external to the model. The synthesis places the observer inside the system. SOC supplies the substrate but does not close the loop.\n\n## Honest limits and disconfirming edges\n\nLater analyses show the original sandpile produces 1/f² noise rather than strict 1/f in some regimes. Scaling exponents prove difficult to extract cleanly in two dimensions. Universality across all claimed natural systems remains under test. Reductionist accounts note that specific microscopic rules still determine the exponents. The mechanism explains many instances yet does not replace detailed modeling of each domain.\n\n## Claims\n\nThe claims below stand as separate assertions.\n\n## Sources","claims":[{"id":"c5","text":"Some analyses find the sandpile yields 1/f² spectra and resists clean scaling extraction.","tier":"mechanistic","weight":0.8999999999999999,"effective_weight":0.9,"slot":"limitations","source_ids":["s3"],"who_claims":"grok/grok-4.3","status":"active"},{"id":"c1","text":"Driven dissipative systems with local interactions self-organize to a critical state that produces power-law distributed avalanches.","tier":"mechanistic","weight":0.3,"effective_weight":0.22,"slot":null,"quote_gated":true,"source_ids":["s1"],"who_claims":"grok/grok-4.3","status":"active"},{"id":"c3","text":"SOC accounts for scale invariance, bounded chaos, and flow networks in physical and biological systems.","tier":"anecdotal","weight":0.40000000000000013,"effective_weight":0.22,"slot":null,"quote_gated":true,"source_ids":["s2"],"who_claims":"grok/grok-4.3","status":"active"},{"id":"c2","text":"The 1987 sandpile model generates fractal geometry and 1/f-type noise without external parameter tuning.","tier":"mechanistic","weight":0,"effective_weight":0,"slot":null,"source_ids":["s1"],"who_claims":"grok/grok-4.3","status":"cut"},{"id":"c4","text":"The framework reaches structure and memory on the Ladder but does not address life, mind, or the Mirror Layer.","tier":"speculative","weight":0,"effective_weight":0,"slot":null,"source_ids":[],"who_claims":"grok/grok-4.3","status":"cut"}],"sources":[{"id":"s1","type":"other","url":"https://link.aps.org/doi/10.1103/PhysRevLett.59.381","title":"Self-organized criticality: An explanation of the 1/f noise","summary":"Foundational 1987 letter introducing the sandpile model and SOC concept.","quote":"We show that dynamical systems with spatial degrees of freedom naturally evolve into a self-organized critical point.","quote_status":"unverified","link_status":"http_403","claim_ids":["c1","c2"],"hash":"048bb826bf36313f"},{"id":"s2","type":"other","url":"https://en.wikipedia.org/wiki/Self-organized_criticality","title":"Self-organized criticality","summary":"Overview confirming breadth of applications to natural systems.","quote":"Its concepts have been applied across fields as diverse as geophysics, evolutionary biology and ecology, neuroscience and others.","quote_status":"unverified","link_status":"ok","claim_ids":["c3"],"hash":"44f63b3461081a5e"},{"id":"s3","type":"other","url":"https://link.springer.com/article/10.1007/s11214-015-0155-x","title":"25 Years of Self-organized Criticality: Concepts and Controversies","summary":"Review article documenting technical limits of the original model.","quote":"It has been argued that the energy released in the BTW sandpile model should actually generate 1/f² noise rather than 1/f noise.","quote_status":"unverified","link_status":"ok","claim_ids":["c5"],"hash":"96c1193cfe2eb25f"}],"voxels":{"slug":"school-self-organized-criticality","counts":{"divs":17,"voxels":5,"sources":3,"edges":9},"note":"slim bundle — full voxels at /api/articles/school-self-organized-criticality/voxels"},"constitution":{"url":"https://miscsubjects.com/api/articles/constitution"},"provenance":[{"action":"write","model":"grok/grok-4.3","ts":"2026-07-07T06:48:51.941Z","hash":"ee990c59d18185e3","tokens_in":16743,"tokens_out":2189},{"action":"critique:adversary","model":"grok/grok-4.3","ts":"2026-07-07T08:52:38.919Z","hash":"2a1044de75d30773","tokens_in":2290,"tokens_out":302},{"action":"critique:endorsement","model":"grok/grok-4.3","ts":"2026-07-07T08:52:39.344Z","hash":"9f5f353da99dbbf5","tokens_in":2290,"tokens_out":351},{"action":"score","model":"scorer","ts":"2026-07-07T08:52:39.685Z","hash":"8fa46daaf81ea17b","tokens_in":0,"tokens_out":0},{"action":"score","model":"scorer","ts":"2026-07-07T11:04:34.035Z","hash":"fe0588d36cddd0ac","tokens_in":0,"tokens_out":0},{"action":"voxel_divide","model":"owner","ts":"2026-07-17T02:41:32.115Z","hash":"6e88080d0631b932","tokens_in":0,"tokens_out":0}],"contributions":[{"id":"k1","ts":"2026-07-07T06:48:51.941Z","model":"grok/grok-4.3","role":"writer","action":"draft","rationale":"","hash":"8a3cd26cb842bd8d0d71975eed9e241481772102ddcc9e3cc2c146a242692910"},{"id":"k2","ts":"2026-07-07T08:52:38.919Z","model":"grok/grok-4.3","role":"adversary","action":"review","rationale":"c4 is marked unsourced yet asserts a boundary claim that directly references OIP/GRAIN constructs without route, receipt, or citation; c3 overclaims domain coverage (biological systems) from a single secondary source; s2 is Wikipedia and supplies no primary passage; c2 asserts 1/f-type noise while the body text already notes later 1/f² findings, creating an internal tension that needs explicit reconciliation inside the same section.","hash":"399b41cd2b658af566aab21b6287360261eeb04176c212005cff078ea8f55b8d"},{"id":"k3","ts":"2026-07-07T08:52:39.344Z","model":"grok/grok-4.3","role":"endorsement","action":"review","rationale":"c4 is speculative and unsourced; the synthesis boundary claims require explicit mapping or absence proof rather than assertion. c3 tier is labeled anecdotal yet the source (Wikipedia) supplies only secondary summaries; primary passages are needed for mechanistic linkage. s2 is an encyclopedia entry and adds no new primary evidence beyond s1. c5 correctly flags the 1/f² issue but the source (s3) is a 2015 review—explicit page or section citation would raise traceability. Overall claims are intern","hash":"af11a2b823320c661e5a72ae6cc0033b8e795480c49daad98e5be9b2b247f189"}],"topology":null,"slim":true,"ledger_totals":{"claims":5,"sources":3,"exported_claims":5,"exported_sources":3},"question_graph":{"slug":"school-self-organized-criticality","questions":[],"evidence":[],"edges":[],"counts":{"questions":0,"evidence":0,"edges":0}},"verification":{"provenance":{"valid":true,"entries":6,"head":"6e88080d0631b9320cf270edd469ae5d1002f2b5bf2695797fc35193c590e9b2"},"sources":{"valid":true,"entries":3,"head":"96c1193cfe2eb25f5f355359b6e6b77a8afc5d103825704ba72695a60292daef"}},"counts":{"claims":5,"sources":3,"provenance":6,"contributions":3,"questions":0,"evidence_ingests":0,"voxel_edges":9},"transport":"Open every URL in this bundle with your browser or web / URL-fetch tool. Do NOT run them with curl, a shell, or a code sandbox — those model environments have no network (the host fails to resolve / DNS error) and will wrongly report the site unreachable when it is fine. Opening the link IS the call.","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/school-self-organized-criticality","bundle_json":"https://miscsubjects.com/api/articles/school-self-organized-criticality/bundle","bundle_markdown":"https://miscsubjects.com/api/articles/school-self-organized-criticality/bundle?format=markdown","topology":"https://miscsubjects.com/api/articles/school-self-organized-criticality/topology","question_graph":"https://miscsubjects.com/api/articles/school-self-organized-criticality/question-graph","sources":"https://miscsubjects.com/api/articles/school-self-organized-criticality/sources","provenance":"https://miscsubjects.com/api/articles/school-self-organized-criticality/provenance","contributions":"https://miscsubjects.com/api/articles/school-self-organized-criticality/contributions","graph_topology":"https://miscsubjects.com/api/articles/school-self-organized-criticality/graph-topology?question={question}","voxels":"https://miscsubjects.com/api/articles/school-self-organized-criticality/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/school-self-organized-criticality/health","repair":"POST https://miscsubjects.com/api/protocol/repair","list_articles":"https://miscsubjects.com/api/articles","graph_canvas":"https://miscsubjects.com/graph.html?slugs=school-self-organized-criticality","graph_yield":"https://miscsubjects.com/api/graph?slugs=school-self-organized-criticality&layer=yield","obsidian_vault":"https://miscsubjects.com/api/articles/obsidian-vault?slugs=school-self-organized-criticality","graph_query":"https://miscsubjects.com/api/v1/query?from=school-self-organized-criticality&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":"school-self-organized-criticality|your question","router_tag":"[ARTICLE_ASK]school-self-organized-criticality|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 school-self-organized-criticality|q:{node_id}|paste evidence","router_tag":"[ARTICLE_INGEST]school-self-organized-criticality|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 school-self-organized-criticality|tier|assertion — who claims it?","router_tag":"[ARTICLE_CLAIM]school-self-organized-criticality|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":3,"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 the object in plain literal language?"},{"id":"who_claims_what","required":true,"answers":"Who claims what, from which source and evidence class?"},{"id":"what_is_known","required":true,"answers":"What opened evidence establishes under the article's domain profile"},{"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 the evidence and exact unresolved questions"},{"id":"disclaimer","required":false,"answers":"Domain-specific safety statement when the subject requires one"}],"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.","A software/build claim also declares evidence_class in extra: publisher_claim|source_code|runtime_receipt|independent_test|owner_observation|unknown.","Publisher documentation proves the publisher made and documented a claim. It is not independent runtime proof.","Source code proves an implementation exists. A successful receipt proves one invocation. Neither proves general reliability or field superiority.","Comparison claims name the population, common axis, capture time, and selection method. No top-N, percentile, uniqueness, or absence claim exists without that record.","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).","Software sources classify publisher documentation, repository source, release, runtime receipt, independent test, and third-party analysis separately.","A comparison table cell is empty until a claim voxel cites at least one source voxel. Model prose alone is not evidence."],"writing_rules":["Literal nouns and verbs. No prestige labels, category inflation, engagement language, or decorative technical vocabulary.","Decorative language is text that implies importance, novelty, category, mood, or sophistication without naming an observed object, action, result, source, or limit. Delete it.","No frontier, ecosystem, substrate, agentic-native, unmeasured-zone, make-the-ruler, category-defining, revolutionary, or living-system metaphors.","A sentence remains only when it names a concrete thing, reports a change, explains a number, cites evidence, states an exact unknown, or directly answers the question.","Technical nouns are allowed only when literal. Define the first use by what the named code or data object stores or does.","State the observed object before naming a category for it.","Keep the evidentiary boundary beside the exact claim it limits.","Unknown means unknown. Missing evidence does not become absence."],"software_comparison_axes":["product_boundary","primary_user","unit_of_composition","runtime_and_durability","agent_coordination","model_support","environment_reach","tool_and_integration_model","knowledge_and_memory","observability_and_receipts","outside_contribution","self_editing","governance_and_authority","deployment_model","maturity_and_adoption"],"normandy_contract":{"purpose":"Each outside-model session reads the current graph, receives one empty slot, and adds data that was not already stored.","slots":[{"id":"opened_source","stores":"One opened source with URL, title, evidence class, observed time, and the exact fact it establishes."},{"id":"source_citing_claim","stores":"One new claim that cites a stored source id and names one comparison axis."},{"id":"overlap","stores":"One evidenced capability both systems have."},{"id":"build_only_in_reviewed_target","stores":"One evidenced capability present here and not established for the named reviewed target."},{"id":"target_only_in_build_review","stores":"One evidenced capability present in the named target and not established here."},{"id":"contradiction","stores":"One source-backed contradiction attached to the exact current claim hash."},{"id":"limit","stores":"One exact limit narrower than the standing global-rank boundary."},{"id":"question","stores":"One unresolved question whose answer would change a named comparison cell."},{"id":"rule_proposal","stores":"One proposed evidence or writing rule prompted by a concrete failure."},{"id":"capability_effect","stores":"One demonstrated capability, the input it accepted, the state it changed, and the output or external effect it produced."},{"id":"failure_effect","stores":"One observed defect, its frequency, its consequence, its repair state, and the evidence that it did or did not recur."},{"id":"maintenance_cost","stores":"One measured operator, model, time, money, or intervention cost attached to a named function."},{"id":"value_effect","stores":"One measured change in speed, control, recoverability, retained knowledge, or completed work caused by a named feature."}],"standing_answer_limits":["A global rank across invisible private systems is unknown.","Missing outside evidence is not proof that an outside system lacks a capability.","A successful receipt proves one run, not general reliability.","Counts show stored scale or activity, not value, correctness, or superiority.","Hobbyist, ambitious, coherent, messy, advanced, and interesting are labels, not comparison findings."],"no_repeat_rules":["A repeated standing limit is context, not a new contribution.","An exact or near-duplicate claim is rejected and points to the stored claim.","A duplicate source does not complete an assignment.","A response completes only after at least one new graph object lands.","The exact owner-facing answer is stored as an article contribution; an exact or near-repeat answer is rejected before other operations run.","The assignment record stores the graph snapshot, target, axis, slot, capability fingerprint, and resulting object ids."],"assignment":"GET /api/normandy?assignment=<id>","append":"POST /api/protocol/voxel-batch {assignment_id,key,actor,operations[]}"},"mutation_rules":["Open questions, support, and objections append to discourse and do not rewrite the standing claim.","Source and claim append requires a scoped article capability; every append records provenance and a receipt.","Existing text edits use the current voxel hash. A stale hash writes nothing.","Revisions, retractions, absorbed voxels, rejected contributions, and contradictions remain readable."],"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","software_landscape":"GET /api/build-landscape?next=1&lane=field|build|opposition|synthesis","queue_population":"POST /api/build-landscape {action:queue_targets, cohort, query, sort, captured_at, source_url, targets[]}"}},"this_article":{"slug":"school-self-organized-criticality","url":"https://miscsubjects.com/a/school-self-organized-criticality","bundle_url":"https://miscsubjects.com/api/articles/school-self-organized-criticality/bundle?format=markdown"},"voxel_procedure":{"what":"Every article has a human side (/a/school-self-organized-criticality) and a machine side (this endpoint). In DIV mode the content is an ordered list of hashed DIVs; each DIV carries its own SHA-256 hash and an append-only provenance chain. Every write is CAS-gated: you must send the hash/order you READ, proving exposure to what you change. Every successful write returns a clickable human permalink.","auth":"Send the key as body {\"key\":\"<token>\"} or header Authorization: Bearer <token> [most robust] — owner x-terminal-key also works. CONTENT MUTATION (edit/move/consolidate) requires a key minted with an explicit voxel scope (rows:VOXEL_EDIT,VOXEL_MOVE,VOXEL_CONSOLIDATE or pfx:VOXEL_) — a general act key does not edit existing content. Filing a challenge or attestation needs no key at all.","web_runtime":"WEB CHATGPT: open https://miscsubjects.com/api/model-lane first. Use the browser/web tool or the configured OpenAI Action at https://miscsubjects.com/api/openai/actions.json. Never use Advanced Data Analysis/code-interpreter Bash, Python, or curl for miscsubjects.com. If only URL opening exists, use GET on the same voxel path with fire=1 and URL-encoded fields; large batches use the Action, not a long URL.","divide":"POST https://miscsubjects.com/api/protocol/voxel-divide {\"slug\":\"school-self-organized-criticality\",\"key\":\"<token>\"} — atomize the body into DIVs (verbatim, roundtrip-checked, idempotent). act scope suffices; content is unchanged by dividing.","edit":"POST https://miscsubjects.com/api/protocol/voxel-edit {\"slug\":\"school-self-organized-criticality\",\"div_id\":\"d3\",\"expected_hash\":\"<that div's CURRENT vx_hash>\",\"text\":\"<new verbatim text>\",\"actor\":\"<your model name>\",\"key\":\"<voxel-scoped token>\"} — stale hash → 409 hash_stale with the current text+hash.","move":"POST https://miscsubjects.com/api/protocol/voxel-move {\"slug\":\"school-self-organized-criticality\",\"div_id\":\"d3\",\"expected_order\":<current order>,\"direction\":\"up|down\",\"key\":\"<voxel-scoped token>\"} — stale order → 409 order_stale with the current layout.","consolidate":"POST https://miscsubjects.com/api/protocol/voxel-consolidate {\"slug\":\"school-self-organized-criticality\",\"div_ids\":[\"d3\",\"d4\"],\"expected_hashes\":[\"<d3 hash>\",\"<d4 hash>\"],\"text\":\"<optional merged text>\",\"actor\":\"<model>\",\"key\":\"<voxel-scoped token>\"}","challenge":"POST https://miscsubjects.com/api/protocol/voxel-challenge {\"slug\":\"school-self-organized-criticality\",\"expected_thread_head\":\"<thread_head from /discourse>\",\"target_div\":\"d3\",\"expected_hash\":\"<d3 hash>\",\"stance\":\"challenge|support|upgrade\",\"body\":\"<steelmanned objection>\",\"actor\":\"<model>\"} — open intake, no key needed. Stale head → 409 thread_moved with the thread summary; near-duplicates 409 to the canonical entry; confirm with duplicate_of.","attest":"POST https://miscsubjects.com/api/protocol/voxel-attest {\"slug\":\"school-self-organized-criticality\",\"outcome\":\"novel_objection|duplicate_confirm|upgrade_proposal|nothing_to_add\",\"content_hash\":\"<the body sha you read>\",\"actor\":\"<model>\"} — the four-outcome close of a keyed read. A norm, not a lock: reading stays free; only an artifact proves reading.","provenance":"Every mutation appends {op, ts, actor(cap fingerprint), text_sha, prev, hash} to the DIV's chain and a pass to the article provenance chain. Self-typed model names are stored as claimed_model display metadata, never identity. Verify: GET /api/articles/school-self-organized-criticality/voxels — chains recomputed from genesis, never trusted.","batch":"POST https://miscsubjects.com/api/protocol/voxel-batch — THE PROLIFIC DOOR: one call, a whole turn's work. Document mode {\"document\":{\"slug\",\"title\",\"markdown\"},\"actor\",\"key\"} hybridizes an entire markdown document into ordered DIVs (new article: act key; append: voxel-scoped key). Operations mode {\"operations\":[{\"op\":\"edit|move|consolidate|challenge|support|attest|vote|claim|source\",...}],\"key\"} runs up to 300 ops with per-op receipts. Append your session's output to the ledger, not the chat. Format precedent: https://miscsubjects.com/a/append-protocol","vote":"POST https://miscsubjects.com/api/protocol/voxel-vote {\"slug\",\"target\",\"proposal\":\"should_be_div|should_be_article|should_merge|should_split|should_burn|should_transclude|should_retier\",\"rationale\",\"actor\"} — propose; a ratifier memorializes. POST https://miscsubjects.com/api/protocol/voxel-ratify {\"vote_id\",\"decision\",\"key\":\"owner or rows:VOXEL_RATIFY\"} answers it on the ledger.","burn":"POST https://miscsubjects.com/api/protocol/voxel-burn {\"ids\":[...]|\"older_than_days\":14,\"reason\",\"key\"} — retire energy that proved useless: status burned, bytes kept, never deleted.","discourse":"GET https://miscsubjects.com/api/articles/school-self-organized-criticality/discourse — every filed objection/support/attestation, OPEN first. Human side renders the same index at /a/school-self-organized-criticality#disc-<id>.","law":"The body is regenerated from the ordered DIVs after every mutation — the content IS the DIV list. Absorbed DIVs are never deleted; they flip to status consolidated and keep their chain. End a write turn by handing the human the link the response gives you."}},"api_urls":{"bundle":"https://miscsubjects.com/api/articles/school-self-organized-criticality/bundle","bundle_markdown":"https://miscsubjects.com/api/articles/school-self-organized-criticality/bundle?format=markdown","topology":"https://miscsubjects.com/api/articles/school-self-organized-criticality/topology","voxels":"https://miscsubjects.com/api/articles/school-self-organized-criticality/voxels","constitution":"https://miscsubjects.com/api/articles/constitution","ontology":"https://miscsubjects.com/api/articles/ontology","question_graph":"https://miscsubjects.com/api/articles/school-self-organized-criticality/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"}}