{"slug":"grain-the-tilt","verification":{"valid":false,"broken_at":0,"reason":"prev mismatch"},"count":5,"sources":[{"id":"prigogine-1977","type":"primary","url":"https://miscsubjects.com/a/prigogine-1977","title":"Prigogine (1977) — Dissipative structures; far-from-equilibrium order self-organizes by exporting entropy.","quote":"Order is entropy's most efficient instrument.","summary":"Nobel Prize work showing that open systems far from equilibrium export entropy to their surroundings and spontaneously organize into ordered structures (dissipative structures).","claim_ids":["claim-1","claim-3","claim-5","claim-4"],"quality_score":0.95},{"id":"england-2013","type":"primary","url":"https://miscsubjects.com/a/england-2013","title":"England (2013) — Dissipation-driven adaptation; self-replication emerges from non-equilibrium statistical mechanics.","quote":"Dissipation drives adaptation itself.","summary":"Theoretical framework demonstrating that self-replication and adaptation are statistically favored in dissipative systems because they accelerate entropy production.","claim_ids":["claim-3","claim-5","claim-4"],"quality_score":0.9},{"id":"mandelbrot-1967","type":"primary","url":"https://miscsubjects.com/a/mandelbrot-1967","title":"Mandelbrot (1967) — Fractals; the same quantitative rule governs structure across all scales.","quote":"Power laws span coastlines to galaxies.","summary":"Foundational paper on fractals establishing that power-law distributions govern natural structure across vastly different scales, from geographic coastlines to galaxies.","claim_ids":["claim-1","claim-6"],"quality_score":0.9},{"id":"bak-1987","type":"primary","url":"https://miscsubjects.com/a/bak-1987","title":"Bak (1987) — Self-organized criticality; systems evolve to critical states without tuning.","quote":"Self-organized criticality produces avalanches of all sizes.","summary":"Theory of self-organized criticality showing that many systems naturally evolve to a critical state characterized by power-law distributions of event sizes.","claim_ids":["claim-1","claim-7"],"quality_score":0.85},{"id":"shannon-1948","type":"primary","url":"https://miscsubjects.com/a/shannon-1948","title":"Shannon (1948) — Information is the reduction of uncertainty; entropy and information are the same quantity.","quote":"Information compresses into pattern.","summary":"Foundational theory of information establishing the mathematical equivalence of information and entropy, and the compressibility of structured data.","claim_ids":["claim-2","claim-7"],"quality_score":0.95}]}