{
  "version": "2.0.0",
  "date": "2026-09-19",
  "classification": "meaningful",
  "overall_maturity_estimate_percent": 65,
  "percentages_are": "Subjective estimates of progress toward the requested unified real-time research objective, not measured scientific completion probabilities",
  "public_release_state": "prepared, not externally published",
  "release_acceptance": "See results/release_validation.json and document/distribution verification; scoped checklist only",
  "verified": {
    "new_contract_tests": 28,
    "retained_foundational_tests": 14,
    "trained_neural_priors": 1,
    "trained_unified_renderers": 0,
    "physical_test_scenes": 16,
    "online_shadow_rays": 8110080,
    "physical_frame_method_records": 12672,
    "gpu_benchmarks": 0,
    "game_integrations": 0,
    "full_sr_rr_fg_experiments": 0
  },
  "areas": [
    {
      "area": "mathematical_core",
      "completeness_estimate_percent": 90,
      "established": "Fifteen scoped results; exact physical correction, residual-risk metric, estimator quotient, detection and concentration bounds",
      "remaining": "General nonlinear adaptive guarantees and practical risk calibration"
    },
    {
      "area": "latent_state_theory",
      "completeness_estimate_percent": 75,
      "established": "Predictive/query closure plus exact fixed-proposal estimator equivalence",
      "remaining": "Compact learnable state for general rendering and changing query families"
    },
    {
      "area": "architecture",
      "completeness_estimate_percent": 80,
      "established": "Working CPU correction, memory, trained prior, query and revision loop",
      "remaining": "Integrated multi-task neural architecture and efficient GPU realization"
    },
    {
      "area": "world_memory",
      "completeness_estimate_percent": 80,
      "established": "Implemented canonical evidence, checkpoint validation, long clock gaps, contradiction handling",
      "remaining": "Deformation, streaming, uncertain identity, local dependency graphs"
    },
    {
      "area": "temporal_dynamics",
      "completeness_estimate_percent": 50,
      "established": "Causal hybrid specification and bounded local results",
      "remaining": "Learned arbitrary-time rendering, event handling and FG validation"
    },
    {
      "area": "unified_tasks",
      "completeness_estimate_percent": 65,
      "established": "Explicit common belief and task-dependent risk contracts",
      "remaining": "Actual positive transfer across SR/RR/FG and neural appearance"
    },
    {
      "area": "physics_grounding",
      "completeness_estimate_percent": 60,
      "established": "Physical direct-light oracle, exact finite sums and scoped unbiased correction",
      "remaining": "Indirect transport, specular/transmissive response, optical closure"
    },
    {
      "area": "active_sampling",
      "completeness_estimate_percent": 85,
      "established": "Implemented finite physical loop and tested trust revocation; exact local-model value",
      "remaining": "Robust long-horizon policy at fixed GPU deadlines"
    },
    {
      "area": "real_time_feasibility",
      "completeness_estimate_percent": 20,
      "established": "Tiny CPU timing and memory measurements plus design budgets",
      "remaining": "GPU kernels, end-to-end latency and matched-time quality"
    },
    {
      "area": "experimental_readiness",
      "completeness_estimate_percent": 90,
      "established": "Trained weights, sixteen held-out physical scenes, raw data, runnable release",
      "remaining": "Strong production baselines, multi-engine studies and independent replication"
    },
    {
      "area": "novelty_confidence",
      "completeness_estimate_percent": 40,
      "established": "Targeted primary-source comparison; inherited results explicitly attributed",
      "remaining": "Independent review and evidence that the full synthesis exceeds known components"
    }
  ],
  "production_gates_open": 8,
  "scope": "Executable finite-light CPU research reference, not production DLSS-like software",
  "scoped_release_checks": {
    "passed": 12,
    "total": 12,
    "interpretation": "Acceptance of the declared CPU reference only; not 100 percent of the broader research objective"
  },
  "manuscript_pages": 43
}