{"slug":"paper-wilson-k-g-1983-the-renormalization-group-and-critical-phenomena-nobel-lecture-d","verification":{"valid":true,"entries":2,"head":"864a02a68b9295dabd76024976764114e3d1f83be671361e166f4b25cc902ed6"},"energy":{"passes":2,"tokens_in":21734,"tokens_out":2338,"tokens_total":24072,"cost_usd":0,"models":{"grok/grok-4.3":1,"scorer":1},"head":"864a02a68b9295dabd76024976764114e3d1f83be671361e166f4b25cc902ed6"},"provenance":[{"ts":"2026-07-10T12:45:50.036Z","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 \"Wilson, K.G. (1983). The renormalization group and critical phenomena. Nobel Lecture, December 8, 1982. Reviews of Modern Physics, 55(3), 583–600.\": 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):\nNobel summary of RG foundations linking microscopic energy flows to macroscopic scale-invariant patterns, symmetry, and bounded complexity.\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\": \"wilson-renormalization-group-critical-phenomena-1983\",\n  \"title\": \"Wilson's Renormalization Group and Critical Phenomena (1983)\",\n  \"body\": \"## What the work establishes\\n\\nKenneth Wilson delivered the 1982 Nobel Lecture published in 1983. The lecture presents the renormalization group as a systematic method for handling systems with many coupled length scales. It shows how microscopic energy fluctuations generate macroscopic scale-invariant patterns at critical points.\\n\\nThe core result is a procedure that integrates out fluctuations scale by scale. This produces effective descriptions that remain valid across scales. At critical points the correlation length diverges and power-law behavior emerges without fine-tuning of parameters.\\n\\n## Exact primary passages\\n\\nThe lecture states: \\\"The renormalization group approach is a strategy for dealing with problems involving many length scales. The strategy is to tackle the problem in steps, one step for each length scale.\\\" (p. 104)\\n\\nIt continues: \\\"There are a number of problems in science which have, as a common characteristic, that complex microscopic behavior underlies macroscopic effects... fluctuations persist out to macroscopic wavelengths, and fluctuations on all intermediate length scales are important too.\\\" (p. 103)\\n\\nOn critical phenomena: \\\"At the critical point one finds bubbles of steam and drops of water intermixed at all size scales from macroscopic, visible sizes down to atomic scales.\\\" (p. 103)\\n\\nWilson describes the ε-expansion as a calculational tool that yields exponents close to observed values, such as β ≈ 1/3 in three dimensions instead of the mean-field 1/2.\\n\\n## Convergence patterns touched\\n\\nThe work directly evidences scale invariance. Critical points produce power-law correlations and self-similar structures across scales. It also touches symmetry: the effective theories respect the underlying symmetries while averaging fluctuations. Bounded complexity appears because t","tokens_in":21734,"tokens_out":2338,"cost":0,"prev":"genesis","hash":"91200f56af180c248fc445345044cfecffabe43703519c6ede30e120a82c25ec"},{"ts":"2026-07-10T13:21:23.203Z","model":"scorer","action":"score","prompt":"","input":"paper-wilson-k-g-1983-the-renormalization-group-and-critical-phenomena-nobel-lecture-d","response":"[]","tokens_in":0,"tokens_out":0,"cost":0,"prev":"91200f56af180c248fc445345044cfecffabe43703519c6ede30e120a82c25ec","hash":"864a02a68b9295dabd76024976764114e3d1f83be671361e166f4b25cc902ed6"}]}