{"thesis":"Darwin-Godel Machine: mindX as practical implementation","source":"docs/THESIS.md","collected_at":"2026-06-08T18:51:53Z","evidence_span_hours":1608.0,"claims":{"self_improvement":{"verdict":"PARTIAL — 2443/21159 succeeded (12%) [95% CI 11.1%-12.0%, n=21159]","evidence":{"cycles_attempted":21159,"cycles_succeeded":2443,"cycles_failed":18716,"success_rate":0.1155}},"godel_self_reference":{"verdict":"SUPPORTED — 28734/43447 choices are self-referential (66%) [CI 65.69%-66.58%]","evidence":{"total_choices":43447,"self_referential_choices":28734,"self_reference_ratio":0.6614}},"darwinian_selection":{"verdict":"PARTIAL — top quartile 51.7 vs bottom 42.8 fitness (Δ=8.8pts, n=12 agents)","evidence":{"total_actions":21209,"actions_completed":8643,"actions_failed":4842,"completion_rate":0.4075}},"resilience":{"verdict":"SUPPORTED — system recovered from 18716 failures, continued to achieve 2443 successes","evidence":{"failures_survived":18716,"recoveries":2443}},"autonomy":{"verdict":"SUPPORTED — 43447 autonomous decisions across 1608.0h (27.0/hr steady-state)","evidence":{"autonomous_decisions":43447,"span_hours":1608.0}},"knowledge_accumulation":{"verdict":"SUPPORTED — 205,318 memories, 272 dream cycles, 43078 patterns extracted","evidence":{"total_memories":205318,"growth_rate_per_hour":127.7,"dream_cycles":272,"patterns_extracted":43078}}},"aggregate":{"total_godel_choices":43447,"total_actions":21209,"total_memories":205318,"total_dream_cycles":272,"total_insights":30500},"recent_experiments":[]}