{"thesis":"Darwin-Godel Machine: mindX as practical implementation","source":"docs/THESIS.md","collected_at":"2026-07-23T23:39:53Z","evidence_span_hours":2668.3,"claims":{"self_improvement":{"verdict":"PARTIAL — 2790/23186 succeeded (12%) [95% CI 11.6%-12.5%, n=23186]","evidence":{"cycles_attempted":23186,"cycles_succeeded":2790,"cycles_failed":20396,"success_rate":0.1203}},"godel_self_reference":{"verdict":"SUPPORTED — 31114/59439 choices are self-referential (52%) [CI 51.94%-52.75%]","evidence":{"total_choices":59439,"self_referential_choices":31114,"self_reference_ratio":0.5235}},"darwinian_selection":{"verdict":"PARTIAL — top quartile 51.7 vs bottom 42.5 fitness (Δ=9.2pts, n=12 agents)","evidence":{"total_actions":31989,"actions_completed":17595,"actions_failed":5155,"completion_rate":0.55}},"resilience":{"verdict":"SUPPORTED — system recovered from 20396 failures, continued to achieve 2790 successes","evidence":{"failures_survived":20396,"recoveries":2790}},"autonomy":{"verdict":"SUPPORTED — 59439 autonomous decisions across 2668.3h (22.3/hr steady-state)","evidence":{"autonomous_decisions":59439,"span_hours":2668.3}},"knowledge_accumulation":{"verdict":"SUPPORTED — 301,402 memories, 513 dream cycles, 103687 patterns extracted","evidence":{"total_memories":301402,"growth_rate_per_hour":112.6,"dream_cycles":513,"patterns_extracted":103687}}},"aggregate":{"total_godel_choices":59439,"total_actions":31989,"total_memories":301402,"total_dream_cycles":513,"total_insights":71467},"recent_experiments":[]}