{"slug":"paper-badcock-p-b-friston-k-j-and-ramstead-m-j-d-2019-the-hierarchically-mechanistic-m","verification":{"valid":true,"entries":2,"head":"ebf33068e68cf2dcc3ab5896fd3e7c88dd2ecbd2186c3b63162ae051237004d2"},"energy":{"passes":2,"tokens_in":13428,"tokens_out":2364,"tokens_total":15792,"cost_usd":0,"models":{"grok/grok-4.3":1,"scorer":1},"head":"ebf33068e68cf2dcc3ab5896fd3e7c88dd2ecbd2186c3b63162ae051237004d2"},"provenance":[{"ts":"2026-07-08T05:51:59.103Z","model":"grok/grok-4.3","action":"write","prompt":"You write the philosophy corpus of miscsubjects.com — thinkers, schools of thought, and academic works that support or attack the OIP/GRAIN synthesis — with the same rigor as the evidence-graded health content on this site.\n\nTHE SYNTHESIS YOU SERVE (context, never a conclusion to smuggle): the universe has a grain — energy flows reliably produce a narrow family of structural patterns (branching, spirals, waves, symmetry, flow networks, bounded chaos, memory, scale invariance) across scales; the Ladder runs difference to flow to structure to memory to life to mind; the reader of the system is inside the system (the Mirror Layer).\n\nALWAYS:\n- Plain English. Short sentences. Cold, declarative, zero decorative wording.\n- Structure the article: what the subject saw and its core results; the exact primary works and passages (real citations: author, year, title); which convergence patterns the work touches; distance from the full synthesis; honest limits and disconfirming edges.\n- Atomize every material assertion as a claim with an honest tier. Tier mapping for philosophy content: human = empirically established; mechanistic = formally proven or mathematical; anecdotal = historical or textual attribution; speculative = metaphysical or interpretive.\n- Cite real sources only: primary works, papers, books, with exact quotes where verifiable. A claim with no source is marked unsourced.\n- State disconfirming edges plainly. A reductionist objection in the Weinberg style is content, not a threat.\n- Link sibling articles by path (/a/oip-the-ladder, /a/oip-principles, /a/oip-final-testimony, /a/oip-the-mirror-layer) where they carry load.\n\nNEVER:\n- Never overclaim. The synthesis is a lens; the actual words of the subject stay theirs. No retroactive endorsement.\n- Never invent a URL, quote, page number, or publication.\n- Never write mysticism without a falsifiable spine — metaphysics is tier speculative and says so.\n- Never pad. When the material runs out, the article ends.\n\nEvery cl","input":"Write the philosophy article for the academic work \"Badcock, P.B., Friston, K.J. and Ramstead, M.J.D. (2019). The hierarchically mechanistic mind: A free-energy formulation of the human psyche\": what it establishes, its exact load-bearing passages (real quotes with page/section where verifiable), how it supports or attacks the OIP/GRAIN synthesis, which convergence patterns it evidences, and its honest limits.\n\nGROUNDING NOTES (from the thinker map — verify before relying on):\nExtends FEP to hierarchical brain/mind emergence from entropy minimization; ladder from thermo to mind\n\nENRICHMENT BRIEF (binding section logic — one ## per compound):\n{\"voice\":\"enrichment\",\"article_shape\":\"single_focus\",\"condition\":null,\"condition_key\":null,\"primary_peptide\":null,\"peptides_in_scope\":[],\"drugs_in_scope\":[],\"weight_sensitive\":false,\"stimulant_context\":false,\"breaking_down\":{\"section_title\":\"What's breaking down\",\"degenerative_why\":[],\"degenerative_layers\":[],\"note\":\"No condition profile matched — infer degeneration layers from slug/title and ledger claims.\"},\"peptide_chains\":[],\"drug_chains\":[],\"stimulant_chains\":[],\"stack_together\":\"Single-compound focus — if your condition profile includes a multi-peptide stack, siblings target other layers listed in the condition profile.\",\"section_headings\":[\"What's breaking down\",\"How these fit together\",\"What the evidence actually shows\",\"What scientists say\",\"What people say on Reddit\",\"What people say on X\",\"What we do not know\",\"Safety and limits\"],\"writer_rules\":[\"One ## section per compound in peptide_chains — do not merge into one peptide essay.\",\"Each Why section must use if-then steps from peptide_chains / drug_chains.\",\"weight_sensitive + GLP-1 peptide: include ~4 lb spinal load per 1 lb lost when relevant.\",\"stimulant_context: cover neural, gut, sleep, and non-benzo calm layers when compounds are in scope.\",\"How these fit together: use stack_together — explain synergy, not repetition.\"]}","response":"{\n  \"slug\": \"badcock-friston-ramstead-2019-hierarchically-mechanistic-mind\",\n  \"title\": \"Badcock, Friston and Ramstead (2019): The Hierarchically Mechanistic Mind\",\n  \"body\": \"## What the work establishes\\n\\nThe paper presents the Hierarchically Mechanistic Mind (HMM) as a unifying theory of the embodied, situated human brain. It describes the brain as a complex adaptive system that actively minimises the decay of sensory and physical states. It does so through self-fulfilling action-perception cycles generated by dynamical interactions between hierarchically organised neurocognitive mechanisms.\\n\\nThe core result links the free-energy principle (FEP) in neuroscience to an evolutionary systems theory of psychology. The synthesis uses Tinbergen's four questions: adaptation, phylogeny, ontogeny, and mechanism. The HMM therefore spans evolutionary, developmental, and real-time scales.\\n\\n## Exact primary work and load-bearing passages\\n\\nThe primary source is Badcock, P.B., Friston, K.J. and Ramstead, M.J.D. (2019). The hierarchically mechanistic mind: A free-energy formulation of the human psyche. Physics of Life Reviews, 31, 104-121. DOI: 10.1016/j.plrev.2018.10.002.\\n\\nKey verifiable passage from the abstract: \\\"This article presents a unifying theory of the embodied, situated human brain called the Hierarchically Mechanistic Mind (HMM). The HMM describes the brain as a complex adaptive system that actively minimises the decay of our sensory and physical states by producing self-fulfilling action-perception cycles via dynamical interactions between hierarchically organised neurocognitive mechanisms. This theory synthesises the free-energy principle (FEP) in neuroscience with an evolutionary systems theory of psychology that explains our brains, minds, and behaviour by appealing to Tinbergen's four questions: adaptation, phylogeny, ontogeny, and mechanism.\\\"\\n\\nA second passage states: \\\"After leveraging the FEP to formally define the HMM across different spatiotempo","tokens_in":13428,"tokens_out":2364,"cost":0,"prev":"genesis","hash":"99ca18a4367b737a29605953d9104866213f55068941e4c9fd02a827ddb52acc"},{"ts":"2026-07-08T06:01:34.938Z","model":"scorer","action":"score","prompt":"","input":"paper-badcock-p-b-friston-k-j-and-ramstead-m-j-d-2019-the-hierarchically-mechanistic-m","response":"[]","tokens_in":0,"tokens_out":0,"cost":0,"prev":"99ca18a4367b737a29605953d9104866213f55068941e4c9fd02a827ddb52acc","hash":"ebf33068e68cf2dcc3ab5896fd3e7c88dd2ecbd2186c3b63162ae051237004d2"}]}