{"slug":"paper-bar-yam-y-2002-complexity-rising-from-human-beings-to-human-civilization-a-compl","verification":{"valid":true,"entries":2,"head":"0b15e86b3a270f2153a26cf77587ffe33a0df65c17084525201a7c4e3609c9ef"},"energy":{"passes":2,"tokens_in":23732,"tokens_out":2147,"tokens_total":25879,"cost_usd":0,"models":{"grok/grok-4.3":1,"scorer":1},"head":"0b15e86b3a270f2153a26cf77587ffe33a0df65c17084525201a7c4e3609c9ef"},"provenance":[{"ts":"2026-07-09T00:55:54.923Z","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 \"Bar-Yam, Y. (2002). Complexity Rising: From Human Beings To Human Civilization, A Complexity Profile. EOLSS.\": 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):\nExamines hierarchical control, distributed patterns, scale-dependent complexity from individuals to societies.\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\": \"bar-yam-complexity-rising-2002\",\n  \"title\": \"Bar-Yam, Y. (2002). Complexity Rising: From Human Beings To Human Civilization, A Complexity Profile. EOLSS.\",\n  \"body\": \"## What the work establishes\\nYaneer Bar-Yam defines the complexity profile as a quantitative measure of independent behaviors visible at different scales of observation or impact. The profile shows that collective behaviors in human groups shift from simple (independent or fully coherent actions) to complex (specialized, correlated subgroups) as interdependence grows. From individuals to civilizations, scale-dependent complexity rises through network structures rather than pure hierarchies.\\n\\nCore result: when collective complexity exceeds that of a single human, traditional hierarchical controls lose effectiveness. Global civilization exhibits behaviors more complex than any individual component, consistent with viewing it as a single organism responding to environmental demands.\\n\\n## Exact load-bearing passages\\nBar-Yam states: \\\"When the complexity of collective behaviors increases beyond that of an individual human being, then hierarchical controls become ineffective.\\\" (From NECSI summary and related excerpts; full text in EOLSS chapter section on control in human organizations.)\\n\\n\\\"The history of civilization can be characterized through the progressive (though non-monotonic) appearance of collective behaviors of larger groups of human beings of greater complexity. However, the transition to a collective behavior of complexity greater than an individual human being has become apparent from events occurring during the most recent decades.\\\" (EOLSS sample chapter, Introduction.)\\n\\n\\\"Our complex social environment is consistent with identifying global human civilization as an organism capable of complex behavior that protects its components (us) and which should be capable of responding effectively to complex environmental demands.\\\" (EOLSS sample, Introduction.)\\n\\n\\\"The central ","tokens_in":23732,"tokens_out":2147,"cost":0,"prev":"genesis","hash":"90b0d23e1bb16a76789b82b5c15567cfdfea0e6b0e4c3202d32a916ef5e1098a"},{"ts":"2026-07-09T01:25:34.212Z","model":"scorer","action":"score","prompt":"","input":"paper-bar-yam-y-2002-complexity-rising-from-human-beings-to-human-civilization-a-compl","response":"[{\"claim_id\":\"c4\",\"old_weight\":0.1,\"new_weight\":0.1,\"status\":\"cut\"}]","tokens_in":0,"tokens_out":0,"cost":0,"prev":"90b0d23e1bb16a76789b82b5c15567cfdfea0e6b0e4c3202d32a916ef5e1098a","hash":"0b15e86b3a270f2153a26cf77587ffe33a0df65c17084525201a7c4e3609c9ef"}]}