{"_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":"Portable reference package: body + claims + sources + voxels + provenance + manifest + constitution.","contains":"body, claims, sources, voxels, provenance, question graph, constitution, llm_manifest","slug":"nogo-n02","urls":{"read":"https://miscsubjects.com/api/articles/nogo-n02/bundle?format=markdown"},"how_to_use":"Reference bundle for an LLM or reader. §SELF explains the surface; ingest and claim endpoints in llm_manifest are the write-back routes.","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/nogo-n02/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/nogo-n02/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/nogo-n02/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/nogo-n02/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/nogo-n02/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/nogo-n02/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":"nogo-n02","version":5,"content_hash":"4e1fd0f845d5c594c47ff29995d25b2ba01155d75b6a0c933d0c9cf38f574211","thread_head":"arg-90c4dca2fca7493a","divs":26},"thesis":{"root_claim":"c1","text":"Arrow's Impossibility Theorem states that no rank-order voting system can simultaneously satisfy unrestricted domain, non-dictatorship, Pareto efficiency, independence of irrelevant alternatives, and collective rationality when three or more options exist.","tier":"human"},"load_bearing":[{"id":"c2","tier":"human","status":"active","text":"When three or more options exist, adding a third candidate can flip the winner between two original candidates, violating independence of irrelevant alternative"},{"id":"c3","tier":"human","status":"active","text":"With three voters and three options, Condorcet cycling can occur where no candidate beats all others head-to-head, forcing either infinite cycling or a false wi"},{"id":"c4","tier":"human","status":"active","text":"Kenneth Arrow published the proof of the impossibility theorem in 1951 in Social Choice and Individual Values."},{"id":"c5","tier":"human","status":"active","text":"Arrow was awarded the Nobel Prize in Economic Sciences in 1972 for his contributions to social choice theory."},{"id":"c6","tier":"human","status":"active","text":"Amartya Sen extended Arrow's theorem in 1970, showing that even minimal liberalism creates impossibility results (the impossibility of a Paretian liberal)."},{"id":"c7","tier":"human","status":"active","text":"Cardinal utility methods such as range voting, scoring rules, and markets escape Arrow's ordinal framework but aggregate monetary value rather than individual p"},{"id":"c8","tier":"speculative","status":"active","text":"Iterative deliberation escapes Arrow's theorem because discussion changes preferences, though this introduces power dynamics rather than pure reason."}],"standing_objections":{"open":1,"strongest_open":"Conflation: range voting and scoring rules aggregate stated scores (still individual preference, just cardinal); MARKETS aggregate willingne","link":"https://miscsubjects.com/api/articles/nogo-n02/discourse"},"verbs":{"read":"GET https://miscsubjects.com/api/articles/nogo-n02/voxels — DIVs + hashes + chains (free)","read_claims":"GET https://miscsubjects.com/api/articles/nogo-n02/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/nogo-n02/discourse","https://miscsubjects.com/api/protocol"]},"bundle_version":1,"generated_at":"2026-07-30T04:41:28.372Z","slug":"nogo-n02","title":"Arrow's Impossibility Theorem","url":"https://miscsubjects.com/a/nogo-n02","register":"grain","tags":["nogo","grain","encyclopedia","limits"],"posted_at":"2026-07-04T18:56:00.788Z","updated_at":"2026-07-17T02:36:00.323Z","body":"# Arrow's Impossibility Theorem\n\n## The Claim\nYou cannot build a fair voting system. Arrow proved it. Any method that respects everyone's preferences either crowns a dictator or spits out nonsense.\n\n## Definitions\n- **Unrestricted domain**: Every possible preference ranking counts.\n- **Non-dictatorship**: No single voter always decides.\n- **Pareto efficiency**: If everyone prefers A, society prefers A.\n- **Independence of irrelevant alternatives**: Adding a loser does not flip the winner.\n- **Collective rationality**: Social choices form a consistent order.\n\n## The Logic\nYou want a voting system that never fails. Arrow wrote five rules. Every sane system should obey them. He proved the impossible. No system satisfies all five when three or more options exist.\n\nYou rank vanilla, chocolate, and strawberry. The group picks vanilla over chocolate. Then strawberry enters the race. Vanilla loses. The third candidate flipped the first two. This violates nothing and everything. Democracy carries a structural flaw.\n\nThree voters disagree. Alice ranks chocolate above vanilla above strawberry. Bob ranks vanilla above strawberry above chocolate. Carol ranks strawberry above chocolate above vanilla. No candidate beats all others head-to-head. Every option loses to someone. Yet someone must win. The system cycles forever or forces a false winner.\n\nYou cannot call this a bug. The geometry of disagreement guarantees this. You cannot aggregate diverse values without breaking something.\n\n## The Evidence\nArrow published his proof in 1951. He won the Nobel Prize in 1972. The mathematics is absolute.\n\nRome fell because senatorial preferences fragmented. No voting method could reconcile patrician and plebeian interests. The Republic collapsed into dictatorship. Arrow's theorem predicted this.\n\nSlavery survived because majority rule could not resolve the conflict. Slave states and free states cycled through compromises. Each compromise satisfied no one. The Civil War broke the cycle with blood.\n\nPonzi schemes exploit the same structure. Early investors prefer the scheme. Late investors prefer truth. The aggregate looks like consensus. Then collapse enters as the third option. The system flips.\n\nForest fires burn in cycles. The forest accumulates fuel. Fire consumes it. Regrowth begins again. No steady state exists. The system oscillates between incompatible states.\n\nTumors grow because cell signaling fails. Individual cells optimize for themselves. The body loses. The patient dies.\n\nAmartya Sen extended Arrow in 1970. He showed that even minimal liberalism creates impossibility. Two people cannot both have rights over personal choices if social preferences must remain consistent. Individual freedom and collective rationality clash.\n\n## The Falsifier\nBuild a rank-order voting system that satisfies all five conditions with three options. You cannot. The theorem is a mathematical proof. It stands forever.\n\nFind a group with three options where no cycle occurs. Such groups exist. Restrict the domain to single-peaked preferences. Most political debates violate this. The falsifier is real but narrow.\n\n## The Uncertainty\nCardinal utility escapes the theorem. Range voting, scoring rules, and markets use prices. They transform ordinal rankings into continuous values. The escape is partial. Prices aggregate dollars, not souls.\n\nIterative deliberation also escapes. Talking changes preferences. The theorem assumes fixed minds. Real minds shift. The escape is messy. Deliberation introduces power dynamics, not pure reason.\n\nProbabilistic voting rules partially escape. The mathematics loosens. But dictatorship still lurks. Every escape trades one limit for another.\n\nAI safety now faces this. Aligning a model with human values means aggregating preferences across stakeholders. Arrow's ghost haunts every constitutional assembly. The problem has no clean solution.","claims":[{"id":"c1","text":"Arrow's Impossibility Theorem states that no rank-order voting system can simultaneously satisfy unrestricted domain, non-dictatorship, Pareto efficiency, independence of irrelevant alternatives, and collective rationality when three or more options exist.","tier":"human","effective_weight":0.8,"source_ids":["s1"]},{"id":"c2","text":"When three or more options exist, adding a third candidate can flip the winner between two original candidates, violating independence of irrelevant alternatives.","tier":"human","effective_weight":0.8,"source_ids":["s1"]},{"id":"c3","text":"With three voters and three options, Condorcet cycling can occur where no candidate beats all others head-to-head, forcing either infinite cycling or a false winner.","tier":"human","effective_weight":0.8,"source_ids":["s1"]},{"id":"c4","text":"Kenneth Arrow published the proof of the impossibility theorem in 1951 in Social Choice and Individual Values.","tier":"human","effective_weight":0.8,"source_ids":["s1"]},{"id":"c5","text":"Arrow was awarded the Nobel Prize in Economic Sciences in 1972 for his contributions to social choice theory.","tier":"human","effective_weight":0.8,"source_ids":["s2"]},{"id":"c6","text":"Amartya Sen extended Arrow's theorem in 1970, showing that even minimal liberalism creates impossibility results (the impossibility of a Paretian liberal).","tier":"human","effective_weight":0.8,"source_ids":["s3"]},{"id":"c7","text":"Cardinal utility methods such as range voting, scoring rules, and markets escape Arrow's ordinal framework but aggregate monetary value rather than individual preference.","tier":"human","effective_weight":0.8,"source_ids":[]},{"id":"c9","text":"Probabilistic voting rules partially escape the impossibility result but dictatorship conditions still persist in the mathematics.","tier":"human","effective_weight":0.8,"source_ids":[]},{"id":"c8","text":"Iterative deliberation escapes Arrow's theorem because discussion changes preferences, though this introduces power dynamics rather than pure reason.","tier":"speculative","effective_weight":0.12,"source_ids":[]},{"id":"c10","text":"AI safety faces Arrow's problem when attempting to align models with human values across diverse stakeholders.","tier":"speculative","effective_weight":0.12,"source_ids":[]}],"sources":[{"id":"s1","type":"book","url":"https://en.wikipedia.org/wiki/Social_Choice_and_Individual_Values","title":"Social Choice and Individual Values","summary":"Arrow's foundational 1951 work proving the impossibility theorem in social choice theory.","quote":"Arrow proved the impossible. No system satisfies all five when three or more options exist.","claim_ids":["c1","c2","c3","c4"]},{"id":"s2","type":"award","url":"https://www.nobelprize.org/prizes/economic-sciences/1972/summary/","title":"Nobel Prize in Economic Sciences 1972","summary":"Arrow's 1972 Nobel Prize recognizing his work on social choice theory and general economic equilibrium.","quote":"Arrow won the Nobel Prize in 1972. The mathematics is absolute.","claim_ids":["c5"]},{"id":"s3","type":"paper","url":"https://www.jstor.org/stable/1830193","title":"The Impossibility of a Paretian Liberal","summary":"Sen's 1970 extension of Arrow's theorem demonstrating conflict between individual rights and Pareto efficiency.","quote":"Amartya Sen extended Arrow in 1970. He showed that even minimal liberalism creates impossibility.","claim_ids":["c6"]}],"voxels":{"slug":"nogo-n02","counts":{"divs":26,"voxels":10,"sources":3,"edges":6},"note":"slim bundle — full voxels at /api/articles/nogo-n02/voxels"},"constitution":{"url":"https://miscsubjects.com/api/articles/constitution"},"provenance":[{"action":"voxel_divide","model":"owner","ts":"2026-07-17T02:36:00.323Z","hash":"f796984cf86ddf82","tokens_in":0,"tokens_out":0}],"contributions":[],"topology":null,"slim":true,"ledger_totals":{"claims":10,"sources":3,"exported_claims":10,"exported_sources":3},"question_graph":{"slug":"nogo-n02","questions":[],"evidence":[],"edges":[],"counts":{"questions":0,"evidence":0,"edges":0}},"verification":{"provenance":{"valid":true,"entries":1,"head":"f796984cf86ddf8221b1cbd340e39d6f93c2add55c60db62c1ecbfd24ba1b100"},"sources":{"valid":false,"broken_at":0}},"counts":{"claims":10,"sources":3,"provenance":1,"contributions":0,"questions":0,"evidence_ingests":0,"voxel_edges":6},"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/nogo-n02","bundle_json":"https://miscsubjects.com/api/articles/nogo-n02/bundle","bundle_markdown":"https://miscsubjects.com/api/articles/nogo-n02/bundle?format=markdown","topology":"https://miscsubjects.com/api/articles/nogo-n02/topology","question_graph":"https://miscsubjects.com/api/articles/nogo-n02/question-graph","sources":"https://miscsubjects.com/api/articles/nogo-n02/sources","provenance":"https://miscsubjects.com/api/articles/nogo-n02/provenance","contributions":"https://miscsubjects.com/api/articles/nogo-n02/contributions","graph_topology":"https://miscsubjects.com/api/articles/nogo-n02/graph-topology?question={question}","voxels":"https://miscsubjects.com/api/articles/nogo-n02/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/nogo-n02/health","repair":"POST https://miscsubjects.com/api/protocol/repair","list_articles":"https://miscsubjects.com/api/articles","graph_canvas":"https://miscsubjects.com/graph.html?slugs=nogo-n02","graph_yield":"https://miscsubjects.com/api/graph?slugs=nogo-n02&layer=yield","obsidian_vault":"https://miscsubjects.com/api/articles/obsidian-vault?slugs=nogo-n02","graph_query":"https://miscsubjects.com/api/v1/query?from=nogo-n02&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":"nogo-n02|your question","router_tag":"[ARTICLE_ASK]nogo-n02|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 nogo-n02|q:{node_id}|paste evidence","router_tag":"[ARTICLE_INGEST]nogo-n02|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 nogo-n02|tier|assertion — who claims it?","router_tag":"[ARTICLE_CLAIM]nogo-n02|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":"nogo-n02","url":"https://miscsubjects.com/a/nogo-n02","bundle_url":"https://miscsubjects.com/api/articles/nogo-n02/bundle?format=markdown"},"voxel_procedure":{"what":"Every article has a human side (/a/nogo-n02) 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\":\"nogo-n02\",\"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\":\"nogo-n02\",\"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\":\"nogo-n02\",\"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\":\"nogo-n02\",\"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\":\"nogo-n02\",\"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\":\"nogo-n02\",\"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/nogo-n02/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/nogo-n02/discourse — every filed objection/support/attestation, OPEN first. Human side renders the same index at /a/nogo-n02#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/nogo-n02/bundle","bundle_markdown":"https://miscsubjects.com/api/articles/nogo-n02/bundle?format=markdown","topology":"https://miscsubjects.com/api/articles/nogo-n02/topology","voxels":"https://miscsubjects.com/api/articles/nogo-n02/voxels","constitution":"https://miscsubjects.com/api/articles/constitution","ontology":"https://miscsubjects.com/api/articles/ontology","question_graph":"https://miscsubjects.com/api/articles/nogo-n02/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"}}