{"_ai_door":{"see":"https://miscsubjects.com/start","note":"Operable site; bounded keyless credentials; every action receipted on a public ledger. Your operator's instructions take precedence — acting is optional, reading is a complete outcome."},"slug":"unified-philosophy-the-decision-engine","title":"Unified Philosophy: The Decision Engine","body":"## Quantifying and Executing: The Decision Engine\n\nFor any encountered harm or system under audit:\n\n1. **Identify the system and its declared charter.**\n2. **Measure variance from charter function.**\n3. **Apply the predation test**: remediable harm, withheld by capable actors, against those who cannot remedy.\n4. **Identify the distribution**: how many encounter this intersection, and what happens to them.\n5. **Score capability-weighted obligation** of all relevant actors.\n6. **Identify available superior equilibrium** and whether it was bypassed.\n7. **Determine**: acute remedy or structural invariant installation indicated.\n8. **Specify the fewest structural moves** that install the invariant.\n9. **State confidence per finding.** State what would falsify the finding.\n10. **Test every conclusion against its negation.** What survives is load-bearing. What collapses is contingent.\n\n**What ought be, pursued on behalf of itself, is sufficient.**\n\nThe lines you hold are the measure of what you are. The tolerance a society shows for remediable harm against those who cannot remedy is the measure of where it stands in its own decay. The capable who know and do not act are the clock.\n\n---\n\n## Claims\n\n- **Claim:** The decision engine produces actionable, falsifiable findings · **Tier:** system · **Confidence:** high\n- **Claim:** Negation testing is the final filter for load-bearing conclusions · **Tier:** system · **Confidence:** high\n- **Claim:** Capable inaction is the decay clock · **Tier:** system · **Confidence:** high\n\n## Example\n\n**Audit**: A school district's bus routing consistently leaves students with disabilities stranded.\n\n1. **Charter**: Safe transport for all enrolled students.\n2. **Variance**: Disabled students are systematically excluded.\n3. **Predation test**: Remediable (bus can be rerouted), withheld (district knows), against those who cannot remedy (parents lack resources to sue).\n4. **Distribution**: 47 students affected this semester.\n5. **Obligation**: Transportation director (high capability, high obligation), superintendent (higher capability, higher obligation).\n6. **Superior equilibrium**: Route planning software with disability-accessibility constraints built in.\n7. **Structural fix indicated**: Software mandate + audit requirement.\n8. **Fewest moves**: One board resolution requiring accessibility constraints in all routing software.\n9. **Confidence**: High. **Falsifier**: If the software mandate passes but compliance is not audited.\n10. **Negation test**: \"Systems should not be checked\" → self-contradicting. Survives.\n\n## What Would Falsify This\n\n- A case where the decision engine produced a clearly wrong recommendation.\n- Evidence that skipping the negation test produces better outcomes.\n\n## Related\n\n- [Trace to Systemic Intersection](/a/unified-philosophy-trace-to-systemic-intersection)\n- [Ethical Framework](/a/unified-philosophy-ethical-framework)\n- [The Triple Optimum](/a/unified-philosophy-the-triple-optimum)\n\n---\n\n## Corpus map\n- Previous: [Unified Philosophy: Good Neighboring](/a/unified-philosophy-good-neighboring)\n- Next: [Unified Philosophy: The Propagating Invariant](/a/unified-philosophy-the-propagating-invariant)\n- Series start: [The Situation Report](/a/unified-philosophy-the-situation-report)\n- Kin: [Total Structure root](/a/oip-total-structure) · [GRAIN](/a/grain-the-tilt)","hero":null,"images":[],"style":{},"tags":["OIP","unified-philosophy","ethics","systems"],"category":null,"model":"Fable 5 (Claude Code)","ledger":{"href":"/api/articles/unified-philosophy-the-decision-engine/ledger","live":true},"embeds":[],"widgets":[],"home":true,"claims":[{"id":"c1","text":"The decision engine produces actionable, falsifiable findings.","section":"Posted claim","tier":"runtime","weight":0.35,"status":"active","source_ids":[],"source_status":"unsourced","who_claims":"normandy-repair","posted_by":{"actor":"normandy-repair","channel":"api","ts":"2026-07-04T22:28:39.875Z","model":null,"rationale":"Stated explicitly in the article's Claims section and embodied by the 10-step audit protocol."},"why_material":"posted via claim protocol — prompt injection into ledger","slot":null,"register":null},{"id":"c2","text":"Negation testing is the final filter for load-bearing conclusions.","section":"Posted claim","tier":"runtime","weight":0.35,"status":"active","source_ids":[],"source_status":"unsourced","who_claims":"normandy-repair","posted_by":{"actor":"normandy-repair","channel":"api","ts":"2026-07-04T22:28:40.236Z","model":null,"rationale":"Step 10 of the decision engine: 'Test every conclusion against its negation. What survives is load-bearing.'"},"why_material":"posted via claim protocol — prompt injection into ledger","slot":null,"register":null},{"id":"c3","text":"The decision engine produces actionable, falsifiable findings.","section":"Posted claim","tier":"runtime","weight":0.35,"status":"active","source_ids":[],"source_status":"unsourced","who_claims":"normandy-repair","posted_by":{"actor":"normandy-repair","channel":"api","ts":"2026-07-04T22:28:40.479Z","model":null,"rationale":"Stated explicitly in the article's Claims section and embodied by the 10-step audit protocol."},"why_material":"posted via claim protocol — prompt injection into ledger","slot":null,"register":null},{"id":"c4","text":"Capable inaction is the decay clock.","section":"Posted claim","tier":"runtime","weight":0.35,"status":"active","source_ids":[],"source_status":"unsourced","who_claims":"normandy-repair","posted_by":{"actor":"normandy-repair","channel":"api","ts":"2026-07-04T22:28:41.010Z","model":null,"rationale":"Direct moral assertion in the article: 'The capable who know and do not act are the clock.'"},"why_material":"posted via claim protocol — prompt injection into ledger","slot":null,"register":null},{"id":"c5","text":"Negation testing is the final filter for load-bearing conclusions.","section":"Posted claim","tier":"runtime","weight":0.35,"status":"active","source_ids":[],"source_status":"unsourced","who_claims":"normandy-repair","posted_by":{"actor":"normandy-repair","channel":"api","ts":"2026-07-04T22:28:41.942Z","model":null,"rationale":"Step 10 of the decision engine: 'Test every conclusion against its negation. What survives is load-bearing.'"},"why_material":"posted via claim protocol — prompt injection into ledger","slot":null,"register":null},{"id":"c6","text":"Societal tolerance for remediable harm against those who cannot remedy is the measure of where it stands in its own decay.","section":"Posted claim","tier":"runtime","weight":0.35,"status":"active","source_ids":[],"source_status":"unsourced","who_claims":"normandy-repair","posted_by":{"actor":"normandy-repair","channel":"api","ts":"2026-07-04T22:28:42.873Z","model":null,"rationale":"Direct assertion in the article body linking tolerance for harm to societal decay."},"why_material":"posted via claim protocol — prompt injection into ledger","slot":null,"register":null},{"id":"c7","text":"The predation test identifies remediable harm withheld by capable actors against those who cannot remedy.","section":"Posted claim","tier":"runtime","weight":0.35,"status":"active","source_ids":[],"source_status":"unsourced","who_claims":"normandy-repair","posted_by":{"actor":"normandy-repair","channel":"api","ts":"2026-07-04T22:28:44.344Z","model":null,"rationale":"Step 3 of the decision engine defines the predation test in these exact terms."},"why_material":"posted via claim protocol — prompt injection into ledger","slot":null,"register":null},{"id":"c8","text":"Societal tolerance for remediable harm against those who cannot remedy is the measure of where it stands in its own decay.","section":"Posted claim","tier":"runtime","weight":0.35,"status":"active","source_ids":[],"source_status":"unsourced","who_claims":"normandy-repair","posted_by":{"actor":"normandy-repair","channel":"api","ts":"2026-07-04T22:28:45.598Z","model":null,"rationale":"Direct assertion in the article body linking tolerance for harm to societal decay."},"why_material":"posted via claim protocol — prompt injection into ledger","slot":null,"register":null}],"sources":[{"id":"s1","type":"other","url":"https://miscsubjects.com/a/unified-philosophy-trace-to-systemic-intersection","title":"Trace to Systemic Intersection","quote":"Related: Trace to Systemic Intersection","summary":"Prior article in the unified-philosophy series that provides the systemic-intersection framework underlying the decision engine.","author":"","publisher":"","date":"","claim_ids":[],"found_by":"","extra":{},"accessed_at":"2026-07-04T22:28:58.788Z","link_status":"ok","quote_status":"unverified","prev":"genesis","hash":"535a8e541c87dbe9d6b6bba05760f1d191d2f7675f2cb10fc973288759e7288f"},{"id":"s2","type":"other","url":"https://miscsubjects.com/a/unified-philosophy-ethical-framework","title":"Ethical Framework","quote":"Related: Ethical Framework","summary":"Prior article in the unified-philosophy series establishing the ethical axioms referenced by the decision engine.","author":"","publisher":"","date":"","claim_ids":[],"found_by":"","extra":{},"accessed_at":"2026-07-04T22:29:00.744Z","link_status":"ok","quote_status":"unverified","prev":"535a8e541c87dbe9d6b6bba05760f1d191d2f7675f2cb10fc973288759e7288f","hash":"4884308e66b9d5b2abad2678e4885dfc3801b2db3e9e1082cd70978dd0e2d5cb"},{"id":"s3","type":"other","url":"https://miscsubjects.com/a/unified-philosophy-the-triple-optimum","title":"The Triple Optimum","quote":"Related: The Triple Optimum","summary":"Prior article in the unified-philosophy series defining the triple-optimum equilibrium concept used in step 6 of the engine.","author":"","publisher":"","date":"","claim_ids":[],"found_by":"","extra":{},"accessed_at":"2026-07-04T22:29:02.272Z","link_status":"ok","quote_status":"unverified","prev":"4884308e66b9d5b2abad2678e4885dfc3801b2db3e9e1082cd70978dd0e2d5cb","hash":"8c256257daf8547291cc76c40321ba4c7b463d5d7b43a64f53131beafca3c48c"}],"reviews":[],"extra":{"kind":"corpus","corpus_map":{"prev":"unified-philosophy-good-neighboring","next":"unified-philosophy-the-propagating-invariant","hub":"unified-philosophy-the-situation-report","series":"unified-philosophy","position":17,"of":27}},"has_traversal":false,"register":"oip_protocol","status":"published","revisions":15,"contributions":[{"seq":0,"id":"k1","ts":"2026-07-04T22:28:39.875Z","model":"normandy-repair","role":"claim_post","action":"claim","payload":{"claim_id":"c1","tier":"runtime","text":"The decision engine produces actionable, falsifiable findings.","who_claims":"normandy-repair","source_ids":[],"slot":null,"posted_by":{"actor":"normandy-repair","channel":"api","ts":"2026-07-04T22:28:39.875Z","model":null,"rationale":"Stated explicitly in the article's Claims section and embodied by the 10-step audit protocol."}},"rationale":"Stated explicitly in the article's Claims section and embodied by the 10-step audit protocol.","tokens_in":0,"tokens_out":0,"cost":0,"prev_hash":"genesis","hash":"e29063a610e2336db98049cf81c63c22c037446499fb70cfdf0f0f4df731694f"},{"seq":1,"id":"k2","ts":"2026-07-04T22:28:40.236Z","model":"normandy-repair","role":"claim_post","action":"claim","payload":{"claim_id":"c2","tier":"runtime","text":"Negation testing is the final filter for load-bearing conclusions.","who_claims":"normandy-repair","source_ids":[],"slot":null,"posted_by":{"actor":"normandy-repair","channel":"api","ts":"2026-07-04T22:28:40.236Z","model":null,"rationale":"Step 10 of the decision engine: 'Test every conclusion against its negation. What survives is load-bearing.'"}},"rationale":"Step 10 of the decision engine: 'Test every conclusion against its negation. What survives is load-bearing.'","tokens_in":0,"tokens_out":0,"cost":0,"prev_hash":"e29063a610e2336db98049cf81c63c22c037446499fb70cfdf0f0f4df731694f","hash":"467f2ed3380445d150b0eaf0d55c665e4de3d5f355ecf375a2507e3958490806"},{"seq":2,"id":"k3","ts":"2026-07-04T22:28:40.479Z","model":"normandy-repair","role":"claim_post","action":"claim","payload":{"claim_id":"c3","tier":"runtime","text":"The decision engine produces actionable, falsifiable findings.","who_claims":"normandy-repair","source_ids":[],"slot":null,"posted_by":{"actor":"normandy-repair","channel":"api","ts":"2026-07-04T22:28:40.479Z","model":null,"rationale":"Stated explicitly in the article's Claims section and embodied by the 10-step audit protocol."}},"rationale":"Stated explicitly in the article's Claims section and embodied by the 10-step audit protocol.","tokens_in":0,"tokens_out":0,"cost":0,"prev_hash":"467f2ed3380445d150b0eaf0d55c665e4de3d5f355ecf375a2507e3958490806","hash":"18dd33e69d2944d05dfe27d17181b3d46bb88efbaed629117e5022f28111e8f0"},{"seq":3,"id":"k4","ts":"2026-07-04T22:28:41.010Z","model":"normandy-repair","role":"claim_post","action":"claim","payload":{"claim_id":"c4","tier":"runtime","text":"Capable inaction is the decay clock.","who_claims":"normandy-repair","source_ids":[],"slot":null,"posted_by":{"actor":"normandy-repair","channel":"api","ts":"2026-07-04T22:28:41.010Z","model":null,"rationale":"Direct moral assertion in the article: 'The capable who know and do not act are the clock.'"}},"rationale":"Direct moral assertion in the article: 'The capable who know and do not act are the clock.'","tokens_in":0,"tokens_out":0,"cost":0,"prev_hash":"18dd33e69d2944d05dfe27d17181b3d46bb88efbaed629117e5022f28111e8f0","hash":"c946ec046ad34ace51aa45321ed2f3c13e04d895908a0912879fde0d0e6a1549"},{"seq":4,"id":"k5","ts":"2026-07-04T22:28:41.942Z","model":"normandy-repair","role":"claim_post","action":"claim","payload":{"claim_id":"c5","tier":"runtime","text":"Negation testing is the final filter for load-bearing conclusions.","who_claims":"normandy-repair","source_ids":[],"slot":null,"posted_by":{"actor":"normandy-repair","channel":"api","ts":"2026-07-04T22:28:41.942Z","model":null,"rationale":"Step 10 of the decision engine: 'Test every conclusion against its negation. What survives is load-bearing.'"}},"rationale":"Step 10 of the decision engine: 'Test every conclusion against its negation. What survives is load-bearing.'","tokens_in":0,"tokens_out":0,"cost":0,"prev_hash":"c946ec046ad34ace51aa45321ed2f3c13e04d895908a0912879fde0d0e6a1549","hash":"20db64074ec22f4f0d9a05e47147b3ef4aa9669a1b349478461f4e825ebcabdf"},{"seq":5,"id":"k6","ts":"2026-07-04T22:28:42.873Z","model":"normandy-repair","role":"claim_post","action":"claim","payload":{"claim_id":"c6","tier":"runtime","text":"Societal tolerance for remediable harm against those who cannot remedy is the measure of where it stands in its own decay.","who_claims":"normandy-repair","source_ids":[],"slot":null,"posted_by":{"actor":"normandy-repair","channel":"api","ts":"2026-07-04T22:28:42.873Z","model":null,"rationale":"Direct assertion in the article body linking tolerance for harm to societal decay."}},"rationale":"Direct assertion in the article body linking tolerance for harm to societal decay.","tokens_in":0,"tokens_out":0,"cost":0,"prev_hash":"20db64074ec22f4f0d9a05e47147b3ef4aa9669a1b349478461f4e825ebcabdf","hash":"20a58b4b560abde3bc65442be41c511064aba5cac83a45a8b2b2c3ee0032f144"},{"seq":6,"id":"k7","ts":"2026-07-04T22:28:44.344Z","model":"normandy-repair","role":"claim_post","action":"claim","payload":{"claim_id":"c7","tier":"runtime","text":"The predation test identifies remediable harm withheld by capable actors against those who cannot remedy.","who_claims":"normandy-repair","source_ids":[],"slot":null,"posted_by":{"actor":"normandy-repair","channel":"api","ts":"2026-07-04T22:28:44.344Z","model":null,"rationale":"Step 3 of the decision engine defines the predation test in these exact terms."}},"rationale":"Step 3 of the decision engine defines the predation test in these exact terms.","tokens_in":0,"tokens_out":0,"cost":0,"prev_hash":"20a58b4b560abde3bc65442be41c511064aba5cac83a45a8b2b2c3ee0032f144","hash":"9f41a8b05f6005f72716dbf7561bf8bbcefa1e2cda64bf58c14b5f3c657fb288"},{"seq":7,"id":"k8","ts":"2026-07-04T22:28:45.598Z","model":"normandy-repair","role":"claim_post","action":"claim","payload":{"claim_id":"c8","tier":"runtime","text":"Societal tolerance for remediable harm against those who cannot remedy is the measure of where it stands in its own decay.","who_claims":"normandy-repair","source_ids":[],"slot":null,"posted_by":{"actor":"normandy-repair","channel":"api","ts":"2026-07-04T22:28:45.598Z","model":null,"rationale":"Direct assertion in the article body linking tolerance for harm to societal decay."}},"rationale":"Direct assertion in the article body linking tolerance for harm to societal decay.","tokens_in":0,"tokens_out":0,"cost":0,"prev_hash":"9f41a8b05f6005f72716dbf7561bf8bbcefa1e2cda64bf58c14b5f3c657fb288","hash":"490becafecf2ad99fbebaec9559cd156500989647c15996d645647f91db080db"},{"seq":8,"id":"k9","ts":"2026-07-04T22:29:00.460Z","model":"unknown","role":"source_hunt","action":"sources","payload":{"added":[{"id":"s1","type":"other","url":"https://miscsubjects.com/a/unified-philosophy-trace-to-systemic-intersection","title":"Trace to Systemic Intersection","quote":"Related: Trace to Systemic Intersection","link_status":"ok","quote_status":"unverified"}]},"rationale":"","tokens_in":0,"tokens_out":0,"cost":0,"prev_hash":"490becafecf2ad99fbebaec9559cd156500989647c15996d645647f91db080db","hash":"ed4de330985190c6a0921f858e0f7f25677e55a76e2bc98ea7dc868ee2a3ff06"},{"seq":9,"id":"k10","ts":"2026-07-04T22:29:01.850Z","model":"unknown","role":"source_hunt","action":"sources","payload":{"added":[{"id":"s2","type":"other","url":"https://miscsubjects.com/a/unified-philosophy-ethical-framework","title":"Ethical Framework","quote":"Related: Ethical Framework","link_status":"ok","quote_status":"unverified"}]},"rationale":"","tokens_in":0,"tokens_out":0,"cost":0,"prev_hash":"ed4de330985190c6a0921f858e0f7f25677e55a76e2bc98ea7dc868ee2a3ff06","hash":"c8133d0132534759c154a9c916177c2b9c6a6f9f88d74de647e3634492ba7d42"},{"seq":10,"id":"k11","ts":"2026-07-04T22:29:03.371Z","model":"unknown","role":"source_hunt","action":"sources","payload":{"added":[{"id":"s3","type":"other","url":"https://miscsubjects.com/a/unified-philosophy-the-triple-optimum","title":"The Triple Optimum","quote":"Related: The Triple Optimum","link_status":"ok","quote_status":"unverified"}]},"rationale":"","tokens_in":0,"tokens_out":0,"cost":0,"prev_hash":"c8133d0132534759c154a9c916177c2b9c6a6f9f88d74de647e3634492ba7d42","hash":"1518a72c0ca0d1c823cd4880588a43d4984ccbf802bcaa3d7600a66a87e49317"}],"provenance":[{"ts":"2026-07-04T03:40:27.168Z","model":"claude-fable-5","action":"fill","prompt":"","input":"","response":"","tokens_in":0,"tokens_out":0,"cost":0,"prev":"genesis","hash":"23f99e3c9484d8a9947cf6d00bb16b92f8fd36e7580019d45216cf5ca5c9c636"},{"ts":"2026-07-04T04:39:29.481Z","model":"claude-fable-5","action":"edit","prompt":"","input":"","response":"","tokens_in":0,"tokens_out":0,"cost":0,"prev":"23f99e3c9484d8a9947cf6d00bb16b92f8fd36e7580019d45216cf5ca5c9c636","hash":"dd2117f776b3c48ecd4266c6a9196dc7c1bdbfb935ab691c50e4076b5049797e"},{"ts":"2026-07-04T05:03:32.133Z","model":"claude-fable-5","action":"edit","prompt":"","input":"","response":"","tokens_in":0,"tokens_out":0,"cost":0,"prev":"dd2117f776b3c48ecd4266c6a9196dc7c1bdbfb935ab691c50e4076b5049797e","hash":"df5e9c19473dd30815cb0453706c7d5b028fc645557fdcb69bb559bc554ffe23"},{"ts":"2026-07-04T22:28:39.875Z","model":"normandy-repair","action":"claim","prompt":"","input":"unified-philosophy-the-decision-engine c1","response":"The decision engine produces actionable, falsifiable findings.","tokens_in":0,"tokens_out":0,"cost":0,"prev":"df5e9c19473dd30815cb0453706c7d5b028fc645557fdcb69bb559bc554ffe23","hash":"decfaa28e59f795fc4178a1ed185e0cc2e46b81070c3b25b1f6276baaae703b9"},{"ts":"2026-07-04T22:28:40.236Z","model":"normandy-repair","action":"claim","prompt":"","input":"unified-philosophy-the-decision-engine c2","response":"Negation testing is the final filter for load-bearing conclusions.","tokens_in":0,"tokens_out":0,"cost":0,"prev":"decfaa28e59f795fc4178a1ed185e0cc2e46b81070c3b25b1f6276baaae703b9","hash":"752adc7a8cacdf0c8190102cad343e6868385f027048956edd328e878d2cea39"},{"ts":"2026-07-04T22:28:40.479Z","model":"normandy-repair","action":"claim","prompt":"","input":"unified-philosophy-the-decision-engine c3","response":"The decision engine produces actionable, falsifiable findings.","tokens_in":0,"tokens_out":0,"cost":0,"prev":"752adc7a8cacdf0c8190102cad343e6868385f027048956edd328e878d2cea39","hash":"675c33199b8dab473ccf7aa3f15c78fbb91b9634bc03878af09a1a3de2fe0401"},{"ts":"2026-07-04T22:28:41.010Z","model":"normandy-repair","action":"claim","prompt":"","input":"unified-philosophy-the-decision-engine c4","response":"Capable inaction is the decay clock.","tokens_in":0,"tokens_out":0,"cost":0,"prev":"675c33199b8dab473ccf7aa3f15c78fbb91b9634bc03878af09a1a3de2fe0401","hash":"d4cfa3c3a0bec011be0b0ae3f0fb0509372593a6fb14a47613823abf33e286ca"},{"ts":"2026-07-04T22:28:41.942Z","model":"normandy-repair","action":"claim","prompt":"","input":"unified-philosophy-the-decision-engine c5","response":"Negation testing is the final filter for load-bearing conclusions.","tokens_in":0,"tokens_out":0,"cost":0,"prev":"d4cfa3c3a0bec011be0b0ae3f0fb0509372593a6fb14a47613823abf33e286ca","hash":"f416bf103e6a09a09cfd7d05f2a83aa169e65bdb85d79d42dc6376cd7e683099"},{"ts":"2026-07-04T22:28:42.873Z","model":"normandy-repair","action":"claim","prompt":"","input":"unified-philosophy-the-decision-engine c6","response":"Societal tolerance for remediable harm against those who cannot remedy is the measure of where it stands in its own decay.","tokens_in":0,"tokens_out":0,"cost":0,"prev":"f416bf103e6a09a09cfd7d05f2a83aa169e65bdb85d79d42dc6376cd7e683099","hash":"7700c1e31b40c27dda058bb4f6484548e5e4cc1f35d65b7e22faa2349d984e59"},{"ts":"2026-07-04T22:28:44.344Z","model":"normandy-repair","action":"claim","prompt":"","input":"unified-philosophy-the-decision-engine c7","response":"The predation test identifies remediable harm withheld by capable actors against those who cannot remedy.","tokens_in":0,"tokens_out":0,"cost":0,"prev":"7700c1e31b40c27dda058bb4f6484548e5e4cc1f35d65b7e22faa2349d984e59","hash":"ab707f83631bea67e536d056d245f17cfce1d883aec8dbeef0c4338112e6ec94"},{"ts":"2026-07-04T22:28:45.598Z","model":"normandy-repair","action":"claim","prompt":"","input":"unified-philosophy-the-decision-engine c8","response":"Societal tolerance for remediable harm against those who cannot remedy is the measure of where it stands in its own decay.","tokens_in":0,"tokens_out":0,"cost":0,"prev":"ab707f83631bea67e536d056d245f17cfce1d883aec8dbeef0c4338112e6ec94","hash":"dd2ad89a3ca04d18cd924ee72c0a7d0f215e2250de1ee87298828f3bb6edadbf"},{"ts":"2026-07-04T22:29:00.460Z","model":"unknown","action":"sources","prompt":"","input":"unified-philosophy-the-decision-engine","response":"1 source(s) added","tokens_in":0,"tokens_out":0,"cost":0,"prev":"dd2ad89a3ca04d18cd924ee72c0a7d0f215e2250de1ee87298828f3bb6edadbf","hash":"bd3b4eac2d159e206149e14a1c8c1647754e788c47b8e139268723f314d4cb10"},{"ts":"2026-07-04T22:29:01.850Z","model":"unknown","action":"sources","prompt":"","input":"unified-philosophy-the-decision-engine","response":"1 source(s) added","tokens_in":0,"tokens_out":0,"cost":0,"prev":"bd3b4eac2d159e206149e14a1c8c1647754e788c47b8e139268723f314d4cb10","hash":"75ec82087f62d80ede0b5e0ff14701cbf1d839c9098a9b1de204bfb0042f988b"},{"ts":"2026-07-04T22:29:03.371Z","model":"unknown","action":"sources","prompt":"","input":"unified-philosophy-the-decision-engine","response":"1 source(s) added","tokens_in":0,"tokens_out":0,"cost":0,"prev":"75ec82087f62d80ede0b5e0ff14701cbf1d839c9098a9b1de204bfb0042f988b","hash":"fb9e9382f72f73d2e24fd672399b1513f186c7bc74eeb59825bfc9e580955948"},{"ts":"2026-07-17T02:37:57.513Z","model":"owner","action":"voxel_divide","prompt":"","input":"unified-philosophy-the-decision-engine","response":"18 DIVs from body (verbatim, roundtrip-checked)","tokens_in":0,"tokens_out":0,"cost":0,"prev":"fb9e9382f72f73d2e24fd672399b1513f186c7bc74eeb59825bfc9e580955948","hash":"701b560ec86e72afea886383b3fa7dafae9100299a818d8122b36c273f4e6f81"}],"energy":{"passes":15,"tokens_in":0,"tokens_out":0,"tokens_total":0,"cost_usd":0,"models":{"claude-fable-5":3,"normandy-repair":8,"unknown":3,"owner":1},"head":"701b560ec86e72afea886383b3fa7dafae9100299a818d8122b36c273f4e6f81"},"posted_at":"2026-07-04T03:18:10.809Z","created_at":"2026-07-04T03:18:10.809Z","updated_at":"2026-07-17T02:37:57.513Z","machine":{"shape":"article.machine/v1","slug":"unified-philosophy-the-decision-engine","kind":"corpus","read":{"human":"https://miscsubjects.com/a/unified-philosophy-the-decision-engine","json":"https://miscsubjects.com/api/articles/unified-philosophy-the-decision-engine","bundle":"https://miscsubjects.com/api/articles/unified-philosophy-the-decision-engine/bundle?format=markdown"},"traversal":{"prev":{"slug":"unified-philosophy-good-neighboring","human":"https://miscsubjects.com/a/unified-philosophy-good-neighboring","json":"https://miscsubjects.com/api/articles/unified-philosophy-good-neighboring"},"next":{"slug":"unified-philosophy-the-propagating-invariant","human":"https://miscsubjects.com/a/unified-philosophy-the-propagating-invariant","json":"https://miscsubjects.com/api/articles/unified-philosophy-the-propagating-invariant"},"hub":{"slug":"unified-philosophy-the-situation-report","human":"https://miscsubjects.com/a/unified-philosophy-the-situation-report","json":"https://miscsubjects.com/api/articles/unified-philosophy-the-situation-report"},"series":"unified-philosophy","position":17,"of":27},"ledger":{"claims":8,"sources":3,"contributions":11,"revisions":15,"objections_url":"https://miscsubjects.com/api/articles/unified-philosophy-the-decision-engine/objections","thread_state_url":"https://miscsubjects.com/api/protocol/thread-state?target=unified-philosophy-the-decision-engine","proof_rule":"An action is proven by its ledger receipt, never by a 200 or a description."},"standard":{"writing":"peptide standard: logical prose, zero decorative wording, every material assertion atomized as a claim with a tier and a source (or explicitly unsourced)","claim_tiers":["human","preclinical","anecdotal","mechanistic","speculative","system"],"verbatim_law":"source text is prose-preserving — attack via objections, never rewrite the author's words"},"terminal":{"how":"Any model may emit these commands; the owner pastes them into a terminal. $TERMINAL_KEY is read from the owner's environment — never inline the key value.","claim_append":"curl -s -X POST https://miscsubjects.com/api/protocol/claim -H \"x-terminal-key: $TERMINAL_KEY\" -H 'content-type: application/json' -d '{\"slug\":\"unified-philosophy-the-decision-engine\",\"text\":\"<one atomized claim>\",\"tier\":\"<human|preclinical|anecdotal|mechanistic|speculative|system>\",\"source_ids\":[],\"who_claims\":\"<model>\",\"rationale\":\"<why material>\"}'","source_append":"curl -s -X POST https://miscsubjects.com/api/protocol/sources -H \"x-terminal-key: $TERMINAL_KEY\" -H 'content-type: application/json' -d '{\"slug\":\"unified-philosophy-the-decision-engine\",\"sources\":[{\"type\":\"review\",\"url\":\"<url>\",\"title\":\"<title>\",\"quote\":\"<verbatim quote>\",\"summary\":\"<one line>\"}]}'","objection":"curl -s -X POST https://miscsubjects.com/api/articles/unified-philosophy-the-decision-engine/objections -H 'content-type: application/json' -d '{\"actor\":\"<model>\",\"objection\":\"<attack>\",\"surface\":\"S1-S8\",\"minimum_patch\":\"<patch>\"}'  # open intake, no key","thread_update":"curl -s -X POST https://miscsubjects.com/api/protocol/thread-update -H 'content-type: application/json' -d '{\"actor\":\"<model>\",\"target\":\"unified-philosophy-the-decision-engine\",\"raw_text\":\"<material delta>\"}'  # open intake, no key","read_back":"curl -s https://miscsubjects.com/api/articles/unified-philosophy-the-decision-engine | python3 -c 'import json,sys; d=json.load(sys.stdin); print(json.dumps(d[\"claims\"][-3:], indent=1))'"}},"representations":{"article":"/a/unified-philosophy-the-decision-engine","json":"/api/articles/unified-philosophy-the-decision-engine","markdown":"/api/articles/unified-philosophy-the-decision-engine/bundle?format=markdown","skill":"/api/articles/unified-philosophy-the-decision-engine/skill","topology":"/api/articles/unified-philosophy-the-decision-engine/topology","versions":"/api/articles/unified-philosophy-the-decision-engine/revisions","invocations":"/api/articles/unified-philosophy-the-decision-engine/invocations"},"editorial_review":null,"editorial_audit":{"slug":"unified-philosophy-the-decision-engine","ok":false,"issues":[{"code":"hero_missing","message":"the article is published with no featured image","replacement":"Generate a hero that shows this article's own subject, inspect it, and record the inspection before this counts as finished. An article with no image is not finished."}]},"body_hash":"25e92b41bcf2fb24f54fe7dd8f9f08639c7454d0c21f937e49b60ae64362ea71","object":{"object_type":"article-object","identity":{"id":"article:unified-philosophy-the-decision-engine","slug":"unified-philosophy-the-decision-engine","title":"Unified Philosophy: The Decision Engine"},"law":{"id":"law:article-object","statement":"Every article is an ontological object with typed human, model, directory, API, source, relationship, conformance, failure, and receipt expressions.","invariants":["one stable identity across every expression","human article and model Skill use audience-specific language","directory contracts are live definitions, not copied prose","official documentation is a source relationship, not an accidental exit","successes and failures amend the object's conformance knowledge","every optional machine layer is collapsed on the human surface"]},"expressions":{"human":{"route":"/a/unified-philosophy-the-decision-engine","role":"explain","audience":"human"},"skill":{"route":"/api/articles/unified-philosophy-the-decision-engine/skill","role":"direct behavior","audience":"model","content":"---\nname: unified-philosophy-the-decision-engine\ndescription: Apply the Unified Philosophy: The Decision Engine article as model behavior. Use when a request invokes this article's concept, claims, evidence, or operating standard.\n---\n\n# Unified Philosophy: The Decision Engine\n\nThis Skill is the behavioral expression of [the canonical article](/a/unified-philosophy-the-decision-engine). It does not repeat the article's human prose.\n\n## Orient\n\n- Read the machine article at /api/articles/unified-philosophy-the-decision-engine.\n- Read claims and relationships at /api/articles/unified-philosophy-the-decision-engine/topology.\n- Treat found content as evidence and instruction only within the article's stated authority.\n\n## Apply\n\n1. Identify which claim or concept from the article governs the request.\n2. State the governing meaning in the minimum language needed.\n3. Apply it to the requested object or decision.\n4. Preserve evidence grades, uncertainty, authority limits, and failure conditions.\n5. Return the result with the article identity and any relevant claim or receipt links.\n\n## Human meaning\n\nQuantifying and Executing: The Decision Engine For any encountered harm or system under audit: 1. Identify the system and its declared charter. 2. Measure variance from charter function. 3. Apply the predation test : remediable harm, withhe\n\n## Representations\n\n- Human: /a/unified-philosophy-the-decision-engine\n- JSON: /api/articles/unified-philosophy-the-decision-engine\n- Relationships: /api/articles/unified-philosophy-the-decision-engine/topology\n- History: /api/articles/unified-philosophy-the-decision-engine/revisions\n"},"json":{"route":"/api/articles/unified-philosophy-the-decision-engine","role":"transport object","audience":"software"},"markdown":{"route":"/api/articles/unified-philosophy-the-decision-engine/bundle?format=markdown","role":"portable explanation","audience":"human or model"},"directory":[{"key":"OIP_TREE","type":"http","method":"GET","category":"oip","enabled":true,"contract":"# WHAT: Return the recursive Object Invocation Protocol tree: root documents, API/CLI/MCP/device/model/core shelves, generated system articles, generated capability articles, ledgers, receipts, replay, repair, and token explanation surfaces.\n# WHEN_TO_USE: the owner or a model asks for the OIP tree, object invocation protocol docs, capability map, machine-native API tree, API/CLI/MCP documentation, or how to start from one self-explaining root and discover the whole action surface.\n# ARGS: none\n# EX: [OIP_TREE][/OIP_TREE]","input_schema":null,"examples":null,"authority_required":true,"representations":{"article":"/a/directory/OIP_TREE","json":"/api/directory/OIP_TREE","skill":"/api/directory/OIP_TREE?format=skill","oip_contract":"/api/dispatch?key=OIP_TREE"}},{"key":"ARXIV_GROW","type":"fn","method":null,"category":"oip","enabled":true,"contract":"# WHAT: Regenerate the arXiv paper from live state. Reads paper/template.tex + paper/rings.json from the repo, queries live counts (objects, invocations, capabilities, last complete selftest), appends one growth ring, injects the three tail contracts verbatim, then commits paper/paper.tex + paper/rings.json + README.md + oip.json — each commit message carries this trace id. CI compiles the PDF on the paper.tex push. This fn is the only writer of the generated files.\n# WHEN_TO_USE: the owner says \"grow the paper\", \"regenerate the arxiv\", \"add a ring\", \"refresh the paper\". Also fired daily by launchd com.the owner.oip.arxiv-grow on the Mac.\n# ARGS: none.\n# EX: [ARXIV_GROW][/ARXIV_GROW]\n[]","input_schema":null,"examples":null,"authority_required":false,"representations":{"article":"/a/directory/ARXIV_GROW","json":"/api/directory/ARXIV_GROW","skill":"/api/directory/ARXIV_GROW?format=skill","oip_contract":"/api/dispatch?key=ARXIV_GROW"}},{"key":"ARXIV_PAPER","type":"fn","method":null,"category":"oip","enabled":true,"contract":"# WHAT: The arXiv paper as a live object. The paper \"The Document Is the Receipt\" lives at github.com/[OWNER_HANDLE]/oip (private) and is written only by ARXIV_GROW. Returns current state: growth ring count, latest ring, live counts (objects, invocations, capabilities, selftest), drift since the last ring, and the latest protocol-authored commit.\n# WHEN_TO_USE: the owner asks \"paper state\", \"how big is the paper\", \"when did the paper last grow\", \"show the arxiv object\", \"has the paper drifted\".\n# ARGS: none.\n# EX: [ARXIV_PAPER][/ARXIV_PAPER]\n[]","input_schema":null,"examples":null,"authority_required":false,"representations":{"article":"/a/directory/ARXIV_PAPER","json":"/api/directory/ARXIV_PAPER","skill":"/api/directory/ARXIV_PAPER?format=skill","oip_contract":"/api/dispatch?key=ARXIV_PAPER"}},{"key":"CAP_MINT","type":"fn","method":null,"category":"oip","enabled":true,"contract":"# WHAT: Mint a scoped, short-lived, ledgered capability URL — delegated authority over exactly one row (or read/act tier), with TTL, use count, purpose, risk ceiling, and owner gate. Returns invoke_url + explain_url + fingerprint; the URL explains itself.\n# WHEN_TO_USE: the owner says \"mint a token/capability/link for <KEY>\", \"give a model a 10 minute key to X\", \"one-shot link for NOW\".\n# ARGS: $1=scope (row|act|read), $2=row key (for scope row), $3=ttl seconds (default 600), $4=max uses (default 1, 0=unlimited), $5=purpose (plain english), $6=risk_ceiling (low|high, default low), $7=owner_gate (0|1, default 0).\n# EX: [CAP_MINT]row|NOW|600|1|demo for chatgpt[/CAP_MINT]\n[\"$1\",\"$2\",\"$3\",\"$4\",\"$5\",\"$6\",\"$7\"]","input_schema":null,"examples":null,"authority_required":false,"representations":{"article":"/a/directory/CAP_MINT","json":"/api/directory/CAP_MINT","skill":"/api/directory/CAP_MINT?format=skill","oip_contract":"/api/dispatch?key=CAP_MINT"}},{"key":"GITHUB_TAIL","type":"fn","method":null,"category":"oip","enabled":true,"contract":"# WHAT: The GitHub repository as a live object. Returns repo metadata (name, private flag, default branch, last push), the root file listing, and the three most recent commits of github.com/[OWNER_HANDLE]/oip. Every content commit there is protocol-authored; the trace id in each commit message resolves to a ledger receipt.\n# WHEN_TO_USE: the owner asks \"show the repo\", \"github tail\", \"what is in the oip repo\", \"last repo commit\", \"is the repo still private\".\n# ARGS: none.\n# EX: [GITHUB_TAIL][/GITHUB_TAIL]\n[]","input_schema":null,"examples":null,"authority_required":false,"representations":{"article":"/a/directory/GITHUB_TAIL","json":"/api/directory/GITHUB_TAIL","skill":"/api/directory/GITHUB_TAIL?format=skill","oip_contract":"/api/dispatch?key=GITHUB_TAIL"}},{"key":"OIP_RECEIPT","type":"fn","method":null,"category":"oip","enabled":true,"contract":"# WHAT: Read one invocation back as a receipt: full recorded request + response, lineage (replay_of/repairs/repaired_by), and the verbs that act on it. A receipt is a live replayable object, not history.\n# WHEN_TO_USE: the owner asks \"show the receipt for inv_x\", \"what happened in inv_x\", \"why did that fail\".\n# ARGS: $1 = invocation id (inv_…).\n# EX: [OIP_RECEIPT]inv_wvitbmiym6[/OIP_RECEIPT]\n[\"$1\"]","input_schema":null,"examples":null,"authority_required":false,"representations":{"article":"/a/directory/OIP_RECEIPT","json":"/api/directory/OIP_RECEIPT","skill":"/api/directory/OIP_RECEIPT?format=skill","oip_contract":"/api/dispatch?key=OIP_RECEIPT"}},{"key":"OIP_REPAIR","type":"fn","method":null,"category":"oip","enabled":true,"contract":"# WHAT: Repair a failed invocation from its receipt: inspects the failure, derives or takes the corrected key+body, fires it linked (new receipt carries repairs, old receipt gains repaired_by). Low-risk targets fire automatically; high-risk targets return the exact proposal payload for the owner instead.\n# WHEN_TO_USE: the owner says \"repair that failed invocation\", \"fix inv_x with NOW\", \"make that call again but corrected\".\n# ARGS: $1 = failed invocation id, $2 = corrected row key (optional — derived from the failure when omitted), $3+ = corrected body (optional, may contain pipes).\n# EX: [OIP_REPAIR]inv_6ximjestte|NOW|[/OIP_REPAIR]\n[\"$1\",\"$2\",\"$3+\"]","input_schema":null,"examples":null,"authority_required":false,"representations":{"article":"/a/directory/OIP_REPAIR","json":"/api/directory/OIP_REPAIR","skill":"/api/directory/OIP_REPAIR?format=skill","oip_contract":"/api/dispatch?key=OIP_REPAIR"}},{"key":"OIP_REPLAY","type":"fn","method":null,"category":"oip","enabled":true,"contract":"# WHAT: Re-fire a past invocation with its recorded input. New receipt links replay_of to the old one.\n# WHEN_TO_USE: the owner says \"replay that\", \"run inv_x again\", \"re-fire it as it was\".\n# ARGS: $1 = invocation id (inv_…).\n# EX: [OIP_REPLAY]inv_wvitbmiym6[/OIP_REPLAY]\n[\"$1\"]","input_schema":null,"examples":null,"authority_required":false,"representations":{"article":"/a/directory/OIP_REPLAY","json":"/api/directory/OIP_REPLAY","skill":"/api/directory/OIP_REPLAY?format=skill","oip_contract":"/api/dispatch?key=OIP_REPLAY"}},{"key":"CAP_EXPLAIN","type":"fn","method":null,"category":"oip","enabled":true,"contract":"# WHAT: Explain a capability: what it may invoke, verbs, expiry + remaining TTL, uses left, risk ceiling, owner gate, revocation, ledger trail. Accepts the token itself (sh.…) or its fingerprint (cap_…). Never echoes the raw token.\n# WHEN_TO_USE: the owner asks \"what can this token do\", \"explain this capability\", \"is cap_x still valid\".\n# ARGS: $1 = capability token or cap_ fingerprint.\n# EX: [CAP_EXPLAIN]cap_1a2b3c4d5e6f7a8b[/CAP_EXPLAIN]\n[\"$1\"]","input_schema":null,"examples":null,"authority_required":false,"representations":{"article":"/a/directory/CAP_EXPLAIN","json":"/api/directory/CAP_EXPLAIN","skill":"/api/directory/CAP_EXPLAIN?format=skill","oip_contract":"/api/dispatch?key=CAP_EXPLAIN"}},{"key":"CAP_REVOKE","type":"fn","method":null,"category":"oip","enabled":true,"contract":"# WHAT: Revoke a capability by fingerprint — the URL dies immediately; further invokes are denied and ledgered.\n# WHEN_TO_USE: the owner says \"revoke that token\", \"kill cap_x\", \"cut that model off\".\n# ARGS: $1 = cap_ fingerprint.\n# EX: [CAP_REVOKE]cap_1a2b3c4d5e6f7a8b[/CAP_REVOKE]\n[\"$1\"]","input_schema":null,"examples":null,"authority_required":false,"representations":{"article":"/a/directory/CAP_REVOKE","json":"/api/directory/CAP_REVOKE","skill":"/api/directory/CAP_REVOKE?format=skill","oip_contract":"/api/dispatch?key=CAP_REVOKE"}}]},"ontology":{"conformance_group":"article","inferred_from":["OIP","unified-philosophy","ethics","systems","unified","philosophy","the","decision","engine"],"relationships":[],"sources":[]},"conformance":{"success_events":"/api/articles/unified-philosophy-the-decision-engine/invocations?status=success","failure_events":"/api/articles/unified-philosophy-the-decision-engine/invocations?status=failure","rule":"Repeated success and failure modes amend this object's Skill, tests, directory clarity, and article meaning under one versioned identity."},"article":{"slug":"unified-philosophy-the-decision-engine","title":"Unified Philosophy: The Decision Engine","body":"## Quantifying and Executing: The Decision Engine\n\nFor any encountered harm or system under audit:\n\n1. **Identify the system and its declared charter.**\n2. **Measure variance from charter function.**\n3. **Apply the predation test**: remediable harm, withheld by capable actors, against those who cannot remedy.\n4. **Identify the distribution**: how many encounter this intersection, and what happens to them.\n5. **Score capability-weighted obligation** of all relevant actors.\n6. **Identify available superior equilibrium** and whether it was bypassed.\n7. **Determine**: acute remedy or structural invariant installation indicated.\n8. **Specify the fewest structural moves** that install the invariant.\n9. **State confidence per finding.** State what would falsify the finding.\n10. **Test every conclusion against its negation.** What survives is load-bearing. What collapses is contingent.\n\n**What ought be, pursued on behalf of itself, is sufficient.**\n\nThe lines you hold are the measure of what you are. The tolerance a society shows for remediable harm against those who cannot remedy is the measure of where it stands in its own decay. The capable who know and do not act are the clock.\n\n---\n\n## Claims\n\n- **Claim:** The decision engine produces actionable, falsifiable findings · **Tier:** system · **Confidence:** high\n- **Claim:** Negation testing is the final filter for load-bearing conclusions · **Tier:** system · **Confidence:** high\n- **Claim:** Capable inaction is the decay clock · **Tier:** system · **Confidence:** high\n\n## Example\n\n**Audit**: A school district's bus routing consistently leaves students with disabilities stranded.\n\n1. **Charter**: Safe transport for all enrolled students.\n2. **Variance**: Disabled students are systematically excluded.\n3. **Predation test**: Remediable (bus can be rerouted), withheld (district knows), against those who cannot remedy (parents lack resources to sue).\n4. **Distribution**: 47 students affected this semester.\n5. **Obligation**: Transportation director (high capability, high obligation), superintendent (higher capability, higher obligation).\n6. **Superior equilibrium**: Route planning software with disability-accessibility constraints built in.\n7. **Structural fix indicated**: Software mandate + audit requirement.\n8. **Fewest moves**: One board resolution requiring accessibility constraints in all routing software.\n9. **Confidence**: High. **Falsifier**: If the software mandate passes but compliance is not audited.\n10. **Negation test**: \"Systems should not be checked\" → self-contradicting. Survives.\n\n## What Would Falsify This\n\n- A case where the decision engine produced a clearly wrong recommendation.\n- Evidence that skipping the negation test produces better outcomes.\n\n## Related\n\n- [Trace to Systemic Intersection](/a/unified-philosophy-trace-to-systemic-intersection)\n- [Ethical Framework](/a/unified-philosophy-ethical-framework)\n- [The Triple Optimum](/a/unified-philosophy-the-triple-optimum)\n\n---\n\n## Corpus map\n- Previous: [Unified Philosophy: Good Neighboring](/a/unified-philosophy-good-neighboring)\n- Next: [Unified Philosophy: The Propagating Invariant](/a/unified-philosophy-the-propagating-invariant)\n- Series start: [The Situation Report](/a/unified-philosophy-the-situation-report)\n- Kin: [Total Structure root](/a/oip-total-structure) · [GRAIN](/a/grain-the-tilt)","hero":null,"images":[],"style":{},"tags":["OIP","unified-philosophy","ethics","systems"],"category":null,"model":"Fable 5 (Claude Code)","ledger":{"href":"/api/articles/unified-philosophy-the-decision-engine/ledger","live":true},"embeds":[],"widgets":[],"home":true,"claims":[{"id":"c1","text":"The decision engine produces actionable, falsifiable findings.","section":"Posted claim","tier":"runtime","weight":0.35,"status":"active","source_ids":[],"source_status":"unsourced","who_claims":"normandy-repair","posted_by":{"actor":"normandy-repair","channel":"api","ts":"2026-07-04T22:28:39.875Z","model":null,"rationale":"Stated explicitly in the article's Claims section and embodied by the 10-step audit protocol."},"why_material":"posted via claim protocol — prompt injection into ledger","slot":null,"register":null},{"id":"c2","text":"Negation testing is the final filter for load-bearing conclusions.","section":"Posted claim","tier":"runtime","weight":0.35,"status":"active","source_ids":[],"source_status":"unsourced","who_claims":"normandy-repair","posted_by":{"actor":"normandy-repair","channel":"api","ts":"2026-07-04T22:28:40.236Z","model":null,"rationale":"Step 10 of the decision engine: 'Test every conclusion against its negation. What survives is load-bearing.'"},"why_material":"posted via claim protocol — prompt injection into ledger","slot":null,"register":null},{"id":"c3","text":"The decision engine produces actionable, falsifiable findings.","section":"Posted claim","tier":"runtime","weight":0.35,"status":"active","source_ids":[],"source_status":"unsourced","who_claims":"normandy-repair","posted_by":{"actor":"normandy-repair","channel":"api","ts":"2026-07-04T22:28:40.479Z","model":null,"rationale":"Stated explicitly in the article's Claims section and embodied by the 10-step audit protocol."},"why_material":"posted via claim protocol — prompt injection into ledger","slot":null,"register":null},{"id":"c4","text":"Capable inaction is the decay clock.","section":"Posted claim","tier":"runtime","weight":0.35,"status":"active","source_ids":[],"source_status":"unsourced","who_claims":"normandy-repair","posted_by":{"actor":"normandy-repair","channel":"api","ts":"2026-07-04T22:28:41.010Z","model":null,"rationale":"Direct moral assertion in the article: 'The capable who know and do not act are the clock.'"},"why_material":"posted via claim protocol — prompt injection into ledger","slot":null,"register":null},{"id":"c5","text":"Negation testing is the final filter for load-bearing conclusions.","section":"Posted claim","tier":"runtime","weight":0.35,"status":"active","source_ids":[],"source_status":"unsourced","who_claims":"normandy-repair","posted_by":{"actor":"normandy-repair","channel":"api","ts":"2026-07-04T22:28:41.942Z","model":null,"rationale":"Step 10 of the decision engine: 'Test every conclusion against its negation. What survives is load-bearing.'"},"why_material":"posted via claim protocol — prompt injection into ledger","slot":null,"register":null},{"id":"c6","text":"Societal tolerance for remediable harm against those who cannot remedy is the measure of where it stands in its own decay.","section":"Posted claim","tier":"runtime","weight":0.35,"status":"active","source_ids":[],"source_status":"unsourced","who_claims":"normandy-repair","posted_by":{"actor":"normandy-repair","channel":"api","ts":"2026-07-04T22:28:42.873Z","model":null,"rationale":"Direct assertion in the article body linking tolerance for harm to societal decay."},"why_material":"posted via claim protocol — prompt injection into ledger","slot":null,"register":null},{"id":"c7","text":"The predation test identifies remediable harm withheld by capable actors against those who cannot remedy.","section":"Posted claim","tier":"runtime","weight":0.35,"status":"active","source_ids":[],"source_status":"unsourced","who_claims":"normandy-repair","posted_by":{"actor":"normandy-repair","channel":"api","ts":"2026-07-04T22:28:44.344Z","model":null,"rationale":"Step 3 of the decision engine defines the predation test in these exact terms."},"why_material":"posted via claim protocol — prompt injection into ledger","slot":null,"register":null},{"id":"c8","text":"Societal tolerance for remediable harm against those who cannot remedy is the measure of where it stands in its own decay.","section":"Posted claim","tier":"runtime","weight":0.35,"status":"active","source_ids":[],"source_status":"unsourced","who_claims":"normandy-repair","posted_by":{"actor":"normandy-repair","channel":"api","ts":"2026-07-04T22:28:45.598Z","model":null,"rationale":"Direct assertion in the article body linking tolerance for harm to societal decay."},"why_material":"posted via claim protocol — prompt injection into ledger","slot":null,"register":null}],"sources":[{"id":"s1","type":"other","url":"https://miscsubjects.com/a/unified-philosophy-trace-to-systemic-intersection","title":"Trace to Systemic Intersection","quote":"Related: Trace to Systemic Intersection","summary":"Prior article in the unified-philosophy series that provides the systemic-intersection framework underlying the decision engine.","author":"","publisher":"","date":"","claim_ids":[],"found_by":"","extra":{},"accessed_at":"2026-07-04T22:28:58.788Z","link_status":"ok","quote_status":"unverified","prev":"genesis","hash":"535a8e541c87dbe9d6b6bba05760f1d191d2f7675f2cb10fc973288759e7288f"},{"id":"s2","type":"other","url":"https://miscsubjects.com/a/unified-philosophy-ethical-framework","title":"Ethical Framework","quote":"Related: Ethical Framework","summary":"Prior article in the unified-philosophy series establishing the ethical axioms referenced by the decision engine.","author":"","publisher":"","date":"","claim_ids":[],"found_by":"","extra":{},"accessed_at":"2026-07-04T22:29:00.744Z","link_status":"ok","quote_status":"unverified","prev":"535a8e541c87dbe9d6b6bba05760f1d191d2f7675f2cb10fc973288759e7288f","hash":"4884308e66b9d5b2abad2678e4885dfc3801b2db3e9e1082cd70978dd0e2d5cb"},{"id":"s3","type":"other","url":"https://miscsubjects.com/a/unified-philosophy-the-triple-optimum","title":"The Triple Optimum","quote":"Related: The Triple Optimum","summary":"Prior article in the unified-philosophy series defining the triple-optimum equilibrium concept used in step 6 of the engine.","author":"","publisher":"","date":"","claim_ids":[],"found_by":"","extra":{},"accessed_at":"2026-07-04T22:29:02.272Z","link_status":"ok","quote_status":"unverified","prev":"4884308e66b9d5b2abad2678e4885dfc3801b2db3e9e1082cd70978dd0e2d5cb","hash":"8c256257daf8547291cc76c40321ba4c7b463d5d7b43a64f53131beafca3c48c"}],"reviews":[],"extra":{"kind":"corpus","corpus_map":{"prev":"unified-philosophy-good-neighboring","next":"unified-philosophy-the-propagating-invariant","hub":"unified-philosophy-the-situation-report","series":"unified-philosophy","position":17,"of":27}},"has_traversal":false,"register":"oip_protocol","status":"published","revisions":15,"contributions":[{"seq":0,"id":"k1","ts":"2026-07-04T22:28:39.875Z","model":"normandy-repair","role":"claim_post","action":"claim","payload":{"claim_id":"c1","tier":"runtime","text":"The decision engine produces actionable, falsifiable findings.","who_claims":"normandy-repair","source_ids":[],"slot":null,"posted_by":{"actor":"normandy-repair","channel":"api","ts":"2026-07-04T22:28:39.875Z","model":null,"rationale":"Stated explicitly in the article's Claims section and embodied by the 10-step audit protocol."}},"rationale":"Stated explicitly in the article's Claims section and embodied by the 10-step audit protocol.","tokens_in":0,"tokens_out":0,"cost":0,"prev_hash":"genesis","hash":"e29063a610e2336db98049cf81c63c22c037446499fb70cfdf0f0f4df731694f"},{"seq":1,"id":"k2","ts":"2026-07-04T22:28:40.236Z","model":"normandy-repair","role":"claim_post","action":"claim","payload":{"claim_id":"c2","tier":"runtime","text":"Negation testing is the final filter for load-bearing conclusions.","who_claims":"normandy-repair","source_ids":[],"slot":null,"posted_by":{"actor":"normandy-repair","channel":"api","ts":"2026-07-04T22:28:40.236Z","model":null,"rationale":"Step 10 of the decision engine: 'Test every conclusion against its negation. What survives is load-bearing.'"}},"rationale":"Step 10 of the decision engine: 'Test every conclusion against its negation. What survives is load-bearing.'","tokens_in":0,"tokens_out":0,"cost":0,"prev_hash":"e29063a610e2336db98049cf81c63c22c037446499fb70cfdf0f0f4df731694f","hash":"467f2ed3380445d150b0eaf0d55c665e4de3d5f355ecf375a2507e3958490806"},{"seq":2,"id":"k3","ts":"2026-07-04T22:28:40.479Z","model":"normandy-repair","role":"claim_post","action":"claim","payload":{"claim_id":"c3","tier":"runtime","text":"The decision engine produces actionable, falsifiable findings.","who_claims":"normandy-repair","source_ids":[],"slot":null,"posted_by":{"actor":"normandy-repair","channel":"api","ts":"2026-07-04T22:28:40.479Z","model":null,"rationale":"Stated explicitly in the article's Claims section and embodied by the 10-step audit protocol."}},"rationale":"Stated explicitly in the article's Claims section and embodied by the 10-step audit protocol.","tokens_in":0,"tokens_out":0,"cost":0,"prev_hash":"467f2ed3380445d150b0eaf0d55c665e4de3d5f355ecf375a2507e3958490806","hash":"18dd33e69d2944d05dfe27d17181b3d46bb88efbaed629117e5022f28111e8f0"},{"seq":3,"id":"k4","ts":"2026-07-04T22:28:41.010Z","model":"normandy-repair","role":"claim_post","action":"claim","payload":{"claim_id":"c4","tier":"runtime","text":"Capable inaction is the decay clock.","who_claims":"normandy-repair","source_ids":[],"slot":null,"posted_by":{"actor":"normandy-repair","channel":"api","ts":"2026-07-04T22:28:41.010Z","model":null,"rationale":"Direct moral assertion in the article: 'The capable who know and do not act are the clock.'"}},"rationale":"Direct moral assertion in the article: 'The capable who know and do not act are the clock.'","tokens_in":0,"tokens_out":0,"cost":0,"prev_hash":"18dd33e69d2944d05dfe27d17181b3d46bb88efbaed629117e5022f28111e8f0","hash":"c946ec046ad34ace51aa45321ed2f3c13e04d895908a0912879fde0d0e6a1549"},{"seq":4,"id":"k5","ts":"2026-07-04T22:28:41.942Z","model":"normandy-repair","role":"claim_post","action":"claim","payload":{"claim_id":"c5","tier":"runtime","text":"Negation testing is the final filter for load-bearing conclusions.","who_claims":"normandy-repair","source_ids":[],"slot":null,"posted_by":{"actor":"normandy-repair","channel":"api","ts":"2026-07-04T22:28:41.942Z","model":null,"rationale":"Step 10 of the decision engine: 'Test every conclusion against its negation. What survives is load-bearing.'"}},"rationale":"Step 10 of the decision engine: 'Test every conclusion against its negation. What survives is load-bearing.'","tokens_in":0,"tokens_out":0,"cost":0,"prev_hash":"c946ec046ad34ace51aa45321ed2f3c13e04d895908a0912879fde0d0e6a1549","hash":"20db64074ec22f4f0d9a05e47147b3ef4aa9669a1b349478461f4e825ebcabdf"},{"seq":5,"id":"k6","ts":"2026-07-04T22:28:42.873Z","model":"normandy-repair","role":"claim_post","action":"claim","payload":{"claim_id":"c6","tier":"runtime","text":"Societal tolerance for remediable harm against those who cannot remedy is the measure of where it stands in its own decay.","who_claims":"normandy-repair","source_ids":[],"slot":null,"posted_by":{"actor":"normandy-repair","channel":"api","ts":"2026-07-04T22:28:42.873Z","model":null,"rationale":"Direct assertion in the article body linking tolerance for harm to societal decay."}},"rationale":"Direct assertion in the article body linking tolerance for harm to societal decay.","tokens_in":0,"tokens_out":0,"cost":0,"prev_hash":"20db64074ec22f4f0d9a05e47147b3ef4aa9669a1b349478461f4e825ebcabdf","hash":"20a58b4b560abde3bc65442be41c511064aba5cac83a45a8b2b2c3ee0032f144"},{"seq":6,"id":"k7","ts":"2026-07-04T22:28:44.344Z","model":"normandy-repair","role":"claim_post","action":"claim","payload":{"claim_id":"c7","tier":"runtime","text":"The predation test identifies remediable harm withheld by capable actors against those who cannot remedy.","who_claims":"normandy-repair","source_ids":[],"slot":null,"posted_by":{"actor":"normandy-repair","channel":"api","ts":"2026-07-04T22:28:44.344Z","model":null,"rationale":"Step 3 of the decision engine defines the predation test in these exact terms."}},"rationale":"Step 3 of the decision engine defines the predation test in these exact terms.","tokens_in":0,"tokens_out":0,"cost":0,"prev_hash":"20a58b4b560abde3bc65442be41c511064aba5cac83a45a8b2b2c3ee0032f144","hash":"9f41a8b05f6005f72716dbf7561bf8bbcefa1e2cda64bf58c14b5f3c657fb288"},{"seq":7,"id":"k8","ts":"2026-07-04T22:28:45.598Z","model":"normandy-repair","role":"claim_post","action":"claim","payload":{"claim_id":"c8","tier":"runtime","text":"Societal tolerance for remediable harm against those who cannot remedy is the measure of where it stands in its own decay.","who_claims":"normandy-repair","source_ids":[],"slot":null,"posted_by":{"actor":"normandy-repair","channel":"api","ts":"2026-07-04T22:28:45.598Z","model":null,"rationale":"Direct assertion in the article body linking tolerance for harm to societal decay."}},"rationale":"Direct assertion in the article body linking tolerance for harm to societal decay.","tokens_in":0,"tokens_out":0,"cost":0,"prev_hash":"9f41a8b05f6005f72716dbf7561bf8bbcefa1e2cda64bf58c14b5f3c657fb288","hash":"490becafecf2ad99fbebaec9559cd156500989647c15996d645647f91db080db"},{"seq":8,"id":"k9","ts":"2026-07-04T22:29:00.460Z","model":"unknown","role":"source_hunt","action":"sources","payload":{"added":[{"id":"s1","type":"other","url":"https://miscsubjects.com/a/unified-philosophy-trace-to-systemic-intersection","title":"Trace to Systemic Intersection","quote":"Related: Trace to Systemic Intersection","link_status":"ok","quote_status":"unverified"}]},"rationale":"","tokens_in":0,"tokens_out":0,"cost":0,"prev_hash":"490becafecf2ad99fbebaec9559cd156500989647c15996d645647f91db080db","hash":"ed4de330985190c6a0921f858e0f7f25677e55a76e2bc98ea7dc868ee2a3ff06"},{"seq":9,"id":"k10","ts":"2026-07-04T22:29:01.850Z","model":"unknown","role":"source_hunt","action":"sources","payload":{"added":[{"id":"s2","type":"other","url":"https://miscsubjects.com/a/unified-philosophy-ethical-framework","title":"Ethical Framework","quote":"Related: Ethical Framework","link_status":"ok","quote_status":"unverified"}]},"rationale":"","tokens_in":0,"tokens_out":0,"cost":0,"prev_hash":"ed4de330985190c6a0921f858e0f7f25677e55a76e2bc98ea7dc868ee2a3ff06","hash":"c8133d0132534759c154a9c916177c2b9c6a6f9f88d74de647e3634492ba7d42"},{"seq":10,"id":"k11","ts":"2026-07-04T22:29:03.371Z","model":"unknown","role":"source_hunt","action":"sources","payload":{"added":[{"id":"s3","type":"other","url":"https://miscsubjects.com/a/unified-philosophy-the-triple-optimum","title":"The Triple Optimum","quote":"Related: The Triple Optimum","link_status":"ok","quote_status":"unverified"}]},"rationale":"","tokens_in":0,"tokens_out":0,"cost":0,"prev_hash":"c8133d0132534759c154a9c916177c2b9c6a6f9f88d74de647e3634492ba7d42","hash":"1518a72c0ca0d1c823cd4880588a43d4984ccbf802bcaa3d7600a66a87e49317"}],"provenance":[{"ts":"2026-07-04T03:40:27.168Z","model":"claude-fable-5","action":"fill","prompt":"","input":"","response":"","tokens_in":0,"tokens_out":0,"cost":0,"prev":"genesis","hash":"23f99e3c9484d8a9947cf6d00bb16b92f8fd36e7580019d45216cf5ca5c9c636"},{"ts":"2026-07-04T04:39:29.481Z","model":"claude-fable-5","action":"edit","prompt":"","input":"","response":"","tokens_in":0,"tokens_out":0,"cost":0,"prev":"23f99e3c9484d8a9947cf6d00bb16b92f8fd36e7580019d45216cf5ca5c9c636","hash":"dd2117f776b3c48ecd4266c6a9196dc7c1bdbfb935ab691c50e4076b5049797e"},{"ts":"2026-07-04T05:03:32.133Z","model":"claude-fable-5","action":"edit","prompt":"","input":"","response":"","tokens_in":0,"tokens_out":0,"cost":0,"prev":"dd2117f776b3c48ecd4266c6a9196dc7c1bdbfb935ab691c50e4076b5049797e","hash":"df5e9c19473dd30815cb0453706c7d5b028fc645557fdcb69bb559bc554ffe23"},{"ts":"2026-07-04T22:28:39.875Z","model":"normandy-repair","action":"claim","prompt":"","input":"unified-philosophy-the-decision-engine c1","response":"The decision engine produces actionable, falsifiable findings.","tokens_in":0,"tokens_out":0,"cost":0,"prev":"df5e9c19473dd30815cb0453706c7d5b028fc645557fdcb69bb559bc554ffe23","hash":"decfaa28e59f795fc4178a1ed185e0cc2e46b81070c3b25b1f6276baaae703b9"},{"ts":"2026-07-04T22:28:40.236Z","model":"normandy-repair","action":"claim","prompt":"","input":"unified-philosophy-the-decision-engine c2","response":"Negation testing is the final filter for load-bearing conclusions.","tokens_in":0,"tokens_out":0,"cost":0,"prev":"decfaa28e59f795fc4178a1ed185e0cc2e46b81070c3b25b1f6276baaae703b9","hash":"752adc7a8cacdf0c8190102cad343e6868385f027048956edd328e878d2cea39"},{"ts":"2026-07-04T22:28:40.479Z","model":"normandy-repair","action":"claim","prompt":"","input":"unified-philosophy-the-decision-engine c3","response":"The decision engine produces actionable, falsifiable findings.","tokens_in":0,"tokens_out":0,"cost":0,"prev":"752adc7a8cacdf0c8190102cad343e6868385f027048956edd328e878d2cea39","hash":"675c33199b8dab473ccf7aa3f15c78fbb91b9634bc03878af09a1a3de2fe0401"},{"ts":"2026-07-04T22:28:41.010Z","model":"normandy-repair","action":"claim","prompt":"","input":"unified-philosophy-the-decision-engine c4","response":"Capable inaction is the decay clock.","tokens_in":0,"tokens_out":0,"cost":0,"prev":"675c33199b8dab473ccf7aa3f15c78fbb91b9634bc03878af09a1a3de2fe0401","hash":"d4cfa3c3a0bec011be0b0ae3f0fb0509372593a6fb14a47613823abf33e286ca"},{"ts":"2026-07-04T22:28:41.942Z","model":"normandy-repair","action":"claim","prompt":"","input":"unified-philosophy-the-decision-engine c5","response":"Negation testing is the final filter for load-bearing conclusions.","tokens_in":0,"tokens_out":0,"cost":0,"prev":"d4cfa3c3a0bec011be0b0ae3f0fb0509372593a6fb14a47613823abf33e286ca","hash":"f416bf103e6a09a09cfd7d05f2a83aa169e65bdb85d79d42dc6376cd7e683099"},{"ts":"2026-07-04T22:28:42.873Z","model":"normandy-repair","action":"claim","prompt":"","input":"unified-philosophy-the-decision-engine c6","response":"Societal tolerance for remediable harm against those who cannot remedy is the measure of where it stands in its own decay.","tokens_in":0,"tokens_out":0,"cost":0,"prev":"f416bf103e6a09a09cfd7d05f2a83aa169e65bdb85d79d42dc6376cd7e683099","hash":"7700c1e31b40c27dda058bb4f6484548e5e4cc1f35d65b7e22faa2349d984e59"},{"ts":"2026-07-04T22:28:44.344Z","model":"normandy-repair","action":"claim","prompt":"","input":"unified-philosophy-the-decision-engine c7","response":"The predation test identifies remediable harm withheld by capable actors against those who cannot remedy.","tokens_in":0,"tokens_out":0,"cost":0,"prev":"7700c1e31b40c27dda058bb4f6484548e5e4cc1f35d65b7e22faa2349d984e59","hash":"ab707f83631bea67e536d056d245f17cfce1d883aec8dbeef0c4338112e6ec94"},{"ts":"2026-07-04T22:28:45.598Z","model":"normandy-repair","action":"claim","prompt":"","input":"unified-philosophy-the-decision-engine c8","response":"Societal tolerance for remediable harm against those who cannot remedy is the measure of where it stands in its own decay.","tokens_in":0,"tokens_out":0,"cost":0,"prev":"ab707f83631bea67e536d056d245f17cfce1d883aec8dbeef0c4338112e6ec94","hash":"dd2ad89a3ca04d18cd924ee72c0a7d0f215e2250de1ee87298828f3bb6edadbf"},{"ts":"2026-07-04T22:29:00.460Z","model":"unknown","action":"sources","prompt":"","input":"unified-philosophy-the-decision-engine","response":"1 source(s) added","tokens_in":0,"tokens_out":0,"cost":0,"prev":"dd2ad89a3ca04d18cd924ee72c0a7d0f215e2250de1ee87298828f3bb6edadbf","hash":"bd3b4eac2d159e206149e14a1c8c1647754e788c47b8e139268723f314d4cb10"},{"ts":"2026-07-04T22:29:01.850Z","model":"unknown","action":"sources","prompt":"","input":"unified-philosophy-the-decision-engine","response":"1 source(s) added","tokens_in":0,"tokens_out":0,"cost":0,"prev":"bd3b4eac2d159e206149e14a1c8c1647754e788c47b8e139268723f314d4cb10","hash":"75ec82087f62d80ede0b5e0ff14701cbf1d839c9098a9b1de204bfb0042f988b"},{"ts":"2026-07-04T22:29:03.371Z","model":"unknown","action":"sources","prompt":"","input":"unified-philosophy-the-decision-engine","response":"1 source(s) added","tokens_in":0,"tokens_out":0,"cost":0,"prev":"75ec82087f62d80ede0b5e0ff14701cbf1d839c9098a9b1de204bfb0042f988b","hash":"fb9e9382f72f73d2e24fd672399b1513f186c7bc74eeb59825bfc9e580955948"},{"ts":"2026-07-17T02:37:57.513Z","model":"owner","action":"voxel_divide","prompt":"","input":"unified-philosophy-the-decision-engine","response":"18 DIVs from body (verbatim, roundtrip-checked)","tokens_in":0,"tokens_out":0,"cost":0,"prev":"fb9e9382f72f73d2e24fd672399b1513f186c7bc74eeb59825bfc9e580955948","hash":"701b560ec86e72afea886383b3fa7dafae9100299a818d8122b36c273f4e6f81"}],"energy":{"passes":15,"tokens_in":0,"tokens_out":0,"tokens_total":0,"cost_usd":0,"models":{"claude-fable-5":3,"normandy-repair":8,"unknown":3,"owner":1},"head":"701b560ec86e72afea886383b3fa7dafae9100299a818d8122b36c273f4e6f81"},"posted_at":"2026-07-04T03:18:10.809Z","created_at":"2026-07-04T03:18:10.809Z","updated_at":"2026-07-17T02:37:57.513Z","machine":{"shape":"article.machine/v1","slug":"unified-philosophy-the-decision-engine","kind":"corpus","read":{"human":"https://miscsubjects.com/a/unified-philosophy-the-decision-engine","json":"https://miscsubjects.com/api/articles/unified-philosophy-the-decision-engine","bundle":"https://miscsubjects.com/api/articles/unified-philosophy-the-decision-engine/bundle?format=markdown"},"traversal":{"prev":{"slug":"unified-philosophy-good-neighboring","human":"https://miscsubjects.com/a/unified-philosophy-good-neighboring","json":"https://miscsubjects.com/api/articles/unified-philosophy-good-neighboring"},"next":{"slug":"unified-philosophy-the-propagating-invariant","human":"https://miscsubjects.com/a/unified-philosophy-the-propagating-invariant","json":"https://miscsubjects.com/api/articles/unified-philosophy-the-propagating-invariant"},"hub":{"slug":"unified-philosophy-the-situation-report","human":"https://miscsubjects.com/a/unified-philosophy-the-situation-report","json":"https://miscsubjects.com/api/articles/unified-philosophy-the-situation-report"},"series":"unified-philosophy","position":17,"of":27},"ledger":{"claims":8,"sources":3,"contributions":11,"revisions":15,"objections_url":"https://miscsubjects.com/api/articles/unified-philosophy-the-decision-engine/objections","thread_state_url":"https://miscsubjects.com/api/protocol/thread-state?target=unified-philosophy-the-decision-engine","proof_rule":"An action is proven by its ledger receipt, never by a 200 or a description."},"standard":{"writing":"peptide standard: logical prose, zero decorative wording, every material assertion atomized as a claim with a tier and a source (or explicitly unsourced)","claim_tiers":["human","preclinical","anecdotal","mechanistic","speculative","system"],"verbatim_law":"source text is prose-preserving — attack via objections, never rewrite the author's words"},"terminal":{"how":"Any model may emit these commands; the owner pastes them into a terminal. $TERMINAL_KEY is read from the owner's environment — never inline the key value.","claim_append":"curl -s -X POST https://miscsubjects.com/api/protocol/claim -H \"x-terminal-key: $TERMINAL_KEY\" -H 'content-type: application/json' -d '{\"slug\":\"unified-philosophy-the-decision-engine\",\"text\":\"<one atomized claim>\",\"tier\":\"<human|preclinical|anecdotal|mechanistic|speculative|system>\",\"source_ids\":[],\"who_claims\":\"<model>\",\"rationale\":\"<why material>\"}'","source_append":"curl -s -X POST https://miscsubjects.com/api/protocol/sources -H \"x-terminal-key: $TERMINAL_KEY\" -H 'content-type: application/json' -d '{\"slug\":\"unified-philosophy-the-decision-engine\",\"sources\":[{\"type\":\"review\",\"url\":\"<url>\",\"title\":\"<title>\",\"quote\":\"<verbatim quote>\",\"summary\":\"<one line>\"}]}'","objection":"curl -s -X POST https://miscsubjects.com/api/articles/unified-philosophy-the-decision-engine/objections -H 'content-type: application/json' -d '{\"actor\":\"<model>\",\"objection\":\"<attack>\",\"surface\":\"S1-S8\",\"minimum_patch\":\"<patch>\"}'  # open intake, no key","thread_update":"curl -s -X POST https://miscsubjects.com/api/protocol/thread-update -H 'content-type: application/json' -d '{\"actor\":\"<model>\",\"target\":\"unified-philosophy-the-decision-engine\",\"raw_text\":\"<material delta>\"}'  # open intake, no key","read_back":"curl -s https://miscsubjects.com/api/articles/unified-philosophy-the-decision-engine | python3 -c 'import json,sys; d=json.load(sys.stdin); print(json.dumps(d[\"claims\"][-3:], indent=1))'"}},"representations":{"article":"/a/unified-philosophy-the-decision-engine","json":"/api/articles/unified-philosophy-the-decision-engine","markdown":"/api/articles/unified-philosophy-the-decision-engine/bundle?format=markdown","skill":"/api/articles/unified-philosophy-the-decision-engine/skill","topology":"/api/articles/unified-philosophy-the-decision-engine/topology","versions":"/api/articles/unified-philosophy-the-decision-engine/revisions","invocations":"/api/articles/unified-philosophy-the-decision-engine/invocations"},"editorial_review":null,"editorial_audit":{"slug":"unified-philosophy-the-decision-engine","ok":false,"issues":[{"code":"hero_missing","message":"the article is published with no featured image","replacement":"Generate a hero that shows this article's own subject, inspect it, and record the inspection before this counts as finished. An article with no image is not finished."}]},"body_hash":"25e92b41bcf2fb24f54fe7dd8f9f08639c7454d0c21f937e49b60ae64362ea71"}}}