{"slug":"convergence-c15","verification":{"valid":false,"broken_at":0,"reason":"prev mismatch"},"count":5,"sources":[{"id":"s15-1","type":"primary","url":"https://miscsubjects.com/a/convergence-c15","title":"Convergence C15: Optimization Under Constraint / Pareto Fronts","quote":"Every system faces walls. Every wall creates trade-offs.","summary":"Primary GRAIN convergence article on Pareto optimization across evolution, thermodynamics, economics, and institutional design.","claim_ids":["c15-1","c15-5"],"quality_score":0.9},{"id":"s15-2","type":"adjacent","url":"https://miscsubjects.com/a/darwin-1859","title":"Darwin 1859: On the Origin of Species","quote":"","summary":"Natural selection as a gradient-climbing algorithm on a fitness frontier.","claim_ids":["c15-2"],"quality_score":0.85},{"id":"s15-3","type":"primary","url":"https://miscsubjects.com/a/landauer-1961","title":"Landauer 1961: Irreversibility and Heat Generation","quote":"","summary":"The thermodynamic floor of computation as a Pareto bound on information processing.","claim_ids":["c15-3"],"quality_score":0.9},{"id":"s15-4","type":"primary","url":"https://miscsubjects.com/a/ostrom-1990","title":"Ostrom 1990: Governing the Commons","quote":"","summary":"Institutional design principles as operational constraints for sustainable commons.","claim_ids":["c15-4"],"quality_score":0.9},{"id":"s15-5","type":"adjacent","url":"https://miscsubjects.com/a/england-2013","title":"England 2013: Statistical Physics of Self-Replication","quote":"","summary":"Dissipation-driven adaptation as a thermodynamic optimization on a fitness landscape.","claim_ids":["c15-6"],"quality_score":0.8}]}