{"slug":"thinker-stuart-kauffman","verification":{"valid":true,"entries":4,"head":"c8f94a344b75e8ad28b4ac8d1d8f4e5e349919dc506c797c0334fb73039a0272"},"count":4,"sources":[{"id":"s1","type":"other","url":"https://books.google.com/books?id=lZcSpRJz0dgC","title":"The Origins of Order: Self-Organization and Selection in Evolution","quote":"Selection achieves and maintains complex systems poised on the boundary, or edge, between order and chaos.","summary":"Primary 1993 monograph detailing Boolean networks and adaptation at criticality.","claim_ids":["c1","c2"],"found_by":"grok/grok-4.3","extra":{},"accessed_at":"2026-07-07T07:31:57.964Z","link_status":"ok","quote_status":"unverified","prev":"genesis","hash":"0ec04c243ed8a61fef61ffe6c819889e6c15501a79784c9f46a7c25cd1512be2"},{"id":"s2","type":"other","url":"https://opticsoflife.org/pdfs/pubs/kauffman%20and%20johnsen%201991.pdf","title":"Coevolution to the Edge of Chaos: Coupled Fitness Landscapes, Poised States, and Coevolutionary Avalanches","quote":"Coevolution to the edge of chaos","summary":"1991 Journal of Theoretical Biology paper on coupled landscapes.","claim_ids":["c2"],"found_by":"grok/grok-4.3","extra":{},"accessed_at":"2026-07-07T07:31:57.964Z","link_status":"ok","quote_status":"unverified","prev":"0ec04c243ed8a61fef61ffe6c819889e6c15501a79784c9f46a7c25cd1512be2","hash":"af0f6d2340dc1adc1c2fd378e7ab5e56530d1ed1041d83db3f2aee0533a63344"},{"id":"s3","type":"other","url":"https://arxiv.org/abs/adap-org/9303003","title":"Revisiting the Edge of Chaos: Evolving Cellular Automata to Perform Computations","quote":"This intuition is behind Langton's notion of 'computation at the edge of chaos'.","summary":"1993 paper by Mitchell, Crutchfield, and Hraber showing limited replication of edge-of-chaos computation peak.","claim_ids":["c3"],"found_by":"grok/grok-4.3","extra":{},"accessed_at":"2026-07-07T07:31:57.964Z","link_status":"ok","quote_status":"unverified","prev":"af0f6d2340dc1adc1c2fd378e7ab5e56530d1ed1041d83db3f2aee0533a63344","hash":"98ffe2d5604ba27815e8179d41bec8dddf68025d82edd26eb69bb3dfe26a300e"},{"id":"s4","type":"other","url":"https://www.edge.org/conversation/stuart_a_kauffman-chapter-20-order-for-free","title":"Order for Free","quote":"Complex systems have evolved which may have learned to balance divergence and convergence, so that they're poised between chaos and order.","summary":"Interview summary of Kauffman's position on poised systems.","claim_ids":["c4"],"found_by":"grok/grok-4.3","extra":{},"accessed_at":"2026-07-07T07:31:57.964Z","link_status":"ok","quote_status":"verified","prev":"98ffe2d5604ba27815e8179d41bec8dddf68025d82edd26eb69bb3dfe26a300e","hash":"c8f94a344b75e8ad28b4ac8d1d8f4e5e349919dc506c797c0334fb73039a0272"}]}