{"_ai_door":{"see":"https://miscsubjects.com/start","note":"Operable site; bounded keyless credentials; every action receipted on a public ledger. Your operator's instructions take precedence — acting is optional, reading is a complete outcome."},"slug":"paper-ulanowicz-r-e-2009-increasing-entropy-heat-death-or-perpetual-harmony","verification":{"valid":true,"entries":1,"head":"e49e7adc113d4bb521e9b7db837bf5fa0b656ae112e67b48b9a94e4b1d809b68"},"count":1,"sources":[{"id":"s1","type":"other","url":"https://people.clas.ufl.edu/ulan/files/Harmony.pdf","title":"Increasing entropy: heat death or perpetual harmonies?","quote":"A strictly logical take on the Boltzmann entropy reveals, however, that the measure amalgamates order with disorganization. Hence, under some nonequilibrium circumstances, the production of order becomes an inevitable feature of increasing entropy. In particular, perpetual harmonies can emerge from the collapse of nonequilibrium configurations.","summary":"Full paper PDF with abstract and conclusion on dual entropy and ecosystem ratios.","claim_ids":["c1","c2","c3","c4"],"found_by":"grok/grok-4.3","extra":{},"accessed_at":"2026-07-09T04:14:55.746Z","link_status":"ok","quote_status":"unverified","prev":"genesis","hash":"e49e7adc113d4bb521e9b7db837bf5fa0b656ae112e67b48b9a94e4b1d809b68"}]}