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First tagged release: seven reproducible experiments validating what tracks integrated information, on systems small enough to compute exact IIT-4.0 Φ with PyPhi.
Six measure-tracking experiments
proxy_audit— empirical proxies (LZ complexity, correlation) don't track Φ; total correlation anti-correlates.candidate_audit— theoretical candidate measures track Φ only moderately; whole-minus-sum Φ best (ρ≈0.47).structure_suite— scalar Φ is nearly orthogonal to the cause-effect structure it summarizes.learned_surrogate— combining cheap features recovers Φ (detection AUC 0.90); detection extrapolates to unseen n=5, magnitude doesn't. Includes a reusable exact-IIT-4.0 feature dataset.emergence_vs_phi— Hoel's causal emergence is nearly orthogonal to Φ.phiid_vs_phi— the data-style ΦID estimate (via phyid, CCS) roughly halves Φ-tracking vs the exact measure.
Philosophical companion
consciousness_range— assuming IIT is true, three systems with identical Φ=0.415 have structures spanning 59–32,764 relations (555×): equal "level of consciousness", radically different minds.
Plus SYNTHESIS.md, a preprint-style paper/manuscript.md, and reusable exact-Φ datasets. MIT licensed.
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