{"slug":"oip-invariant-11-311-prediction-free-energy-active-inference","verification":{"valid":true,"entries":5,"head":"64ce54201ee9086dc78fa082ce0981f8f1853442266cb6f9690a312bf8e74e8b"},"energy":{"passes":5,"tokens_in":2892,"tokens_out":1102,"tokens_total":3994,"cost_usd":0,"models":{"claude-fable-5":2,"grok/grok-4.3":1,"scorer":1,"owner":1},"head":"64ce54201ee9086dc78fa082ce0981f8f1853442266cb6f9690a312bf8e74e8b"},"provenance":[{"ts":"2026-07-04T04:33:45.787Z","model":"claude-fable-5","action":"edit","prompt":"","input":"","response":"","tokens_in":0,"tokens_out":0,"cost":0,"prev":"genesis","hash":"f30fc8df780994fefbb4994ee2c38395c209da06e339ebd3ea36b831de89405a"},{"ts":"2026-07-04T05:01:44.369Z","model":"claude-fable-5","action":"edit","prompt":"","input":"","response":"","tokens_in":0,"tokens_out":0,"cost":0,"prev":"f30fc8df780994fefbb4994ee2c38395c209da06e339ebd3ea36b831de89405a","hash":"dbc2cb3dfb1435963a7c3bcf5e21f9844f395ceb105dca15c8f33d3b1e9bbae2"},{"ts":"2026-07-07T08:15:52.290Z","model":"grok/grok-4.3","action":"atomize","prompt":"You are the claim atomizer for the miscsubjects.com philosophy and OIP corpus. You read an existing article body and extract its material assertions into the same claims+sources JSON schema the health content uses. The body is read-only input.\n\nALWAYS:\n- Extract every material assertion as one atomic claim, tied to the ## section it came from.\n- Tier honestly: human = empirically established; mechanistic = formally proven or mathematical; anecdotal = historical or textual attribution; speculative = metaphysical or interpretive.\n- Attach real sources (primary works, papers, books) with exact quotes only where you can verify them; otherwise mark the claim unsourced.\n- Prefer fewer, harder claims over many soft ones.\n\nNEVER:\n- Never rewrite, summarize, or output the body.\n- Never invent a URL, quote, or publication.\n- Never duplicate an existing claim text.","input":"atomize oip-invariant-11-311-prediction-free-energy-active-inference","response":"{\n  \"claims\": [\n    {\n      \"id\": \"c1\",\n      \"text\": \"Self-organizing systems act to minimize surprise.\",\n      \"section\": \"### 3.11 Prediction / free energy / active inference\",\n      \"tier\": \"speculative\",\n      \"source_ids\": [],\n      \"source_status\": \"unsourced\",\n      \"why_material\": \"Core assertion defining the invariant on prediction, free energy, and active inference.\"\n    }\n  ],\n  \"sources\": []\n}","tokens_in":2892,"tokens_out":1102,"cost":0,"prev":"dbc2cb3dfb1435963a7c3bcf5e21f9844f395ceb105dca15c8f33d3b1e9bbae2","hash":"ebe71622fdd42b9d43bd54be377cfa373183985dce13018498caeccae730e871"},{"ts":"2026-07-07T08:15:52.599Z","model":"scorer","action":"score","prompt":"","input":"oip-invariant-11-311-prediction-free-energy-active-inference","response":"[{\"claim_id\":\"c1\",\"old_weight\":0.1,\"new_weight\":0.1,\"status\":\"cut\"}]","tokens_in":0,"tokens_out":0,"cost":0,"prev":"ebe71622fdd42b9d43bd54be377cfa373183985dce13018498caeccae730e871","hash":"ca81bc54d3c3037b1826180e8725bc003e0ddea78134b62528e856453bc2f8f9"},{"ts":"2026-07-17T02:36:13.854Z","model":"owner","action":"voxel_divide","prompt":"","input":"oip-invariant-11-311-prediction-free-energy-active-inference","response":"6 DIVs from body (verbatim, roundtrip-checked)","tokens_in":0,"tokens_out":0,"cost":0,"prev":"ca81bc54d3c3037b1826180e8725bc003e0ddea78134b62528e856453bc2f8f9","hash":"64ce54201ee9086dc78fa082ce0981f8f1853442266cb6f9690a312bf8e74e8b"}]}