{ "title": "Nemotron-3-Nano-4B 4-Agent Cognitive Council v2.4 (13-Hearing 3-Tier Dec-POMDP & Semantic Ontology Edition)", "version": "2.4.0-DEC-POMDP-SEMANTIC-ONTOLOGY-3TIER", "model": "nvidia/nemotron-3-nano-4b", "executed_at": "2026-10-23T02:39:22.337271+00:00", "corpus_validation_summary": { "baseline_frozen_branch": "v2.2.0-EMPIRICAL-REGIME-GRAPH", "validation_edition": "v2.4.0-DEC-POMDP-SEMANTIC-ONTOLOGY-3TIER", "formal_dec_pomdp_specification": { "channel_capacity_constraint": "C <= 1 bit/turn (o_t in {0: NO-GO/HOLD, 1: GO/INTERLOCK})", "bayesian_belief_filter": "b_{t+1}(s') proportional to pi_C(o_t | s', a_t) * sum_s P(s' | s, a_t) b_t(s)", "dual_control_objective": "max E[ sum gamma^t ( R(s_t, a_t) + lambda * [H(b_t) - H(b_{t+1})] ) ]" }, "locked_parameters": { "gamma_damping": 0.08, "beta_nonlinear": 0.04, "E_enter": 1.2, "E_exit": 0.6, "min_novelty_nf": 0.45, "retuned_between_streams": false }, "total_hearings_evaluated": 13, "crisis_hearings_count": 5, 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