{
  "platform": "H11I",
  "model": "H11-SIM",
  "schema": "h11i-11-phase-correction-enhancement-engine-v1",
  "engine": {
    "schema": "h11i-11-phase-correction-enhancement-engine-v1",
    "state": "phase-3-to-11-process-engines-complete-continuous-correction-active",
    "owner": "H11-SIM",
    "diagnosis_agent": "H11-META",
    "challenge_agent": "H11-ADVERSA",
    "learning_agent": "H11-LEARN",
    "improvement_governor": "H11-OMEGA",
    "release_agent": "H11I-VERITAS",
    "purpose": "Continuously correct and enhance each of the 11 phases by detecting gaps, generating bounded improvements, testing them, and promoting only evidence-backed changes.",
    "cycle": [
      "observe live failures and user complaints",
      "classify the failure against one or more phases",
      "diagnose root cause and missing capability",
      "generate candidate enhancement",
      "run phase-specific tests and adversarial checks",
      "record VERITAS receipt",
      "promote, keep queued, or rollback"
    ],
    "global_failure_modes": [
      "phase is only descriptive and not executable",
      "agent contribution is decorative",
      "answer path is logically wrong",
      "live evidence is not triggered for volatile facts",
      "provider identity leaks into H11-SIM",
      "dictionary/corpus is present but unused",
      "image output ignores prompt intent",
      "model-weight claim exceeds real artifact state",
      "continuous learning stores unsafe raw data",
      "tool action lacks authority or rollback",
      "public claim exceeds certification evidence"
    ],
    "automatic_actions_allowed": [
      "runtime routing adjustment",
      "answer-quality diagnostic",
      "evaluation-case proposal",
      "retrieval-query expansion",
      "non-production improvement proposal",
      "rollback recommendation"
    ],
    "automatic_actions_blocked": [
      "unreviewed production code rewrite",
      "unreviewed model-weight promotion",
      "credential or permission expansion",
      "provider factual claim promotion",
      "unsupported superintelligence/world-number-one public claim"
    ]
  },
  "current_phase": 3,
  "phase_count": 11,
  "selected_phase": {
    "phase": 3,
    "name": "Universal Math, Logic, and Proof Engine",
    "state": "process-complete",
    "objective": "Upgrade H11-SIM from answer generation to verifiable reasoning paths across arithmetic, algebra, calculus, probability, causal inference, optimization, and proof.",
    "deliverables": [
      "math problem classifier",
      "symbolic/numeric verification layer",
      "LaTeX/table rendering contract",
      "counterexample and assumption checker",
      "cross-domain equation registry"
    ],
    "required_agents": [
      "H11-GI",
      "H11-CAUSAL",
      "H11-EPISTEME",
      "H11-ADVERSA",
      "H11I-VERITAS"
    ],
    "promotion_gates": [
      "owned math benchmark pass",
      "no raw markdown/LaTeX rendering regression",
      "causal answers preserve assumptions"
    ],
    "success_metric": "The path to the answer is correct, visible, and internally checked."
  },
  "correction_enhancement": {
    "phase": 3,
    "correct": [
      "wrong arithmetic",
      "unsupported causal number",
      "raw LaTeX/table output",
      "missing assumption path"
    ],
    "enhance": [
      "symbolic checker",
      "numeric verifier",
      "proof obligation ledger",
      "math rendering QA"
    ],
    "next_upgrade": "make the reasoning path itself the answer"
  },
  "all_phase_enhancement_matrix": [
    {
      "phase": 1,
      "correct": [
        "missing benchmark",
        "missing rollback path",
        "unsupported claim",
        "unmeasured improvement"
      ],
      "enhance": [
        "evaluation ledger",
        "VERITAS receipt schema",
        "phase scorecard",
        "regression suite expansion"
      ],
      "next_upgrade": "keep Phase 1 scoring telemetry active for every release"
    },
    {
      "phase": 2,
      "correct": [
        "placeholder agent",
        "empty typed artifact",
        "irrelevant council selection",
        "no contribution receipt"
      ],
      "enhance": [
        "per-agent artifact schema",
        "agent utility scoring",
        "topic-adaptive council receipts",
        "failure counters"
      ],
      "next_upgrade": "keep all-33 runtime contribution receipts active for every request"
    },
    {
      "phase": 3,
      "correct": [
        "wrong arithmetic",
        "unsupported causal number",
        "raw LaTeX/table output",
        "missing assumption path"
      ],
      "enhance": [
        "symbolic checker",
        "numeric verifier",
        "proof obligation ledger",
        "math rendering QA"
      ],
      "next_upgrade": "make the reasoning path itself the answer"
    },
    {
      "phase": 4,
      "correct": [
        "current fact answered from stale memory",
        "search not triggered",
        "source mismatch",
        "insufficient evidence not admitted"
      ],
      "enhance": [
        "volatile fact detector",
        "SearXNG/Tavily failover",
        "evidence freshness receipt",
        "source ranking"
      ],
      "next_upgrade": "make live evidence automatic for unstable claims"
    },
    {
      "phase": 5,
      "correct": [
        "dictionary unused",
        "provider answer copied",
        "provider identity leak",
        "corpus evidence ungrounded"
      ],
      "enhance": [
        "lexical normalization",
        "native corpus query expansion",
        "teacher quarantine",
        "distilled behavior gate"
      ],
      "next_upgrade": "make dictionary/corpus the first language grounding layer"
    },
    {
      "phase": 6,
      "correct": [
        "repeated default face",
        "SVG instead of raster",
        "prompt intent ignored",
        "no visual verification"
      ],
      "enhance": [
        "visual intent planner",
        "raster validation",
        "prompt-faithfulness checklist",
        "preview/download QA"
      ],
      "next_upgrade": "make H11-BIVERSE prompt-faithful and media-verified"
    },
    {
      "phase": 7,
      "correct": [
        "virtual adapter overstated as trained neural weights",
        "unlicensed training data",
        "no shadow evaluation",
        "no rollback artifact"
      ],
      "enhance": [
        "dataset lineage",
        "adapter artifact receipt",
        "safety/privacy eval",
        "provider parity comparison"
      ],
      "next_upgrade": "promote only real evaluated H11-owned model artifacts"
    },
    {
      "phase": 8,
      "correct": [
        "unsafe raw memory",
        "learning without evaluation",
        "regression not detected",
        "rollback absent"
      ],
      "enhance": [
        "hash-chained learning world",
        "privacy filter",
        "regression monitor",
        "rollback executor"
      ],
      "next_upgrade": "make learning continuous, governed, and reversible"
    },
    {
      "phase": 9,
      "correct": [
        "action without authority",
        "missing dry run",
        "non-idempotent execution",
        "no audit receipt"
      ],
      "enhance": [
        "authority classifier",
        "tool registry",
        "dry-run simulator",
        "execution receipt ledger"
      ],
      "next_upgrade": "make real-world action safe, scoped, and reversible"
    },
    {
      "phase": 10,
      "correct": [
        "certification without repeated evidence",
        "benchmark cherry-picking",
        "adversarial weakness hidden",
        "provider independence overstated"
      ],
      "enhance": [
        "12-dimension report",
        "cross-domain benchmark",
        "adversarial robustness suite",
        "provider-independence report"
      ],
      "next_upgrade": "make certification evidence-backed, not rhetorical"
    },
    {
      "phase": 11,
      "correct": [
        "public release exceeds evidence",
        "monitoring absent",
        "fallback demotion unsafe",
        "rollback window missing"
      ],
      "enhance": [
        "public release receipt",
        "live telemetry",
        "post-release regression watch",
        "sovereign operating declaration"
      ],
      "next_upgrade": "make public H11-SIM release sovereign, monitored, and reversible"
    }
  ],
  "scorecard": {
    "schema": "h11i-superintelligence-phase-scorecard-v1",
    "version": "1.0.0",
    "generated_at": "2026-07-30T00:48:00Z",
    "engine_run": "h11-sim-11-phase-upgrade-run-001",
    "state": "phase-3-to-11-process-engines-complete-certification-evidence-active",
    "truth_boundary": "Scores describe repository/runtime engineering readiness, not a public claim of complete superintelligence.",
    "global_score": 0.74,
    "completed_phases": [
      1,
      2
    ],
    "process_completed_phases": [
      3,
      4,
      5,
      6,
      7,
      8,
      9,
      10,
      11
    ],
    "active_phase": 3,
    "active_phases": [
      10,
      11
    ],
    "wired_phases": [
      1,
      2,
      3,
      4,
      5,
      6,
      7,
      8,
      9,
      10,
      11
    ],
    "next_required_upgrade": "Run repeated Phase 10 certification windows and promote only evidence-backed Phase 11 sovereign release status.",
    "phase_scores": [
      {
        "phase": 1,
        "name": "Truth and Evaluation Spine",
        "score": 1,
        "state": "completed",
        "evidence": [
          "11-phase machine-readable program exists",
          "truth boundary exists",
          "phase policy blocks unsupported world-number-one claims",
          "public phase endpoint exists",
          "correction/enhancement endpoint exists",
          "model manifest references the phase program",
          "regression test protects 11-phase architecture"
        ],
        "remaining_gap": "Persistent per-release VERITAS receipts should aggregate across many live deployments."
      },
      {
        "phase": 2,
        "name": "33-Agent Contribution Telemetry",
        "score": 1,
        "state": "completed",
        "evidence": [
          "33-agent registry exists",
          "all-33 diamond contribution pass exists",
          "deep council selection exists",
          "agent skill source contracts exist",
          "runtime agent contribution receipts are generated for all 33 agents",
          "per-agent usefulness scores are generated",
          "failure-mode counters and topic-shift telemetry are exposed"
        ],
        "remaining_gap": "Historical aggregation across many requests can still be expanded, but live per-request telemetry is active."
      },
      {
        "phase": 3,
        "name": "Universal Math, Logic, and Proof Engine",
        "score": 0.78,
        "state": "process-complete",
        "evidence": [
          "mathematical logic endpoint exists",
          "causal deterministic path exists for some problems",
          "math intent routing exists",
          "Phase 3 is now part of the all-11 active execution receipt surface",
          "Phase 3 process engine manifest defines code surfaces, typed artifacts, gates, and rollback"
        ],
        "remaining_gap": "Broader benchmark coverage must prove the process across more math domains before certification."
      },
      {
        "phase": 4,
        "name": "Live Evidence Intelligence",
        "score": 0.76,
        "state": "process-complete",
        "evidence": [
          "H11-NEXUS route exists",
          "Tavily/SearXNG/Google readiness exposed",
          "volatile-fact policy exists",
          "Phase 4 is now part of the all-11 active execution receipt surface",
          "Phase 4 process engine manifest defines volatile-fact retrieval gates and fallback behavior"
        ],
        "remaining_gap": "Repeated live-query windows must measure retrieval reliability across arbitrary volatile questions."
      },
      {
        "phase": 5,
        "name": "Native Corpus and Dictionary Learning",
        "score": 0.82,
        "state": "process-complete",
        "evidence": [
          "912 OCR dictionary pages available",
          "5413 provisional lexical entries available",
          "language adaptation kernel live",
          "provider teacher quarantine policy live",
          "protected H11 Axiomatic Theorems root-source fingerprint and governance-of-intelligence theorem-spine manifest added",
          "Phase 5 is now part of the all-11 active execution receipt surface",
          "Phase 5 process engine manifest binds protected theorem spine, dictionary, native corpus, and teacher quarantine"
        ],
        "remaining_gap": "Large evaluated adapter-training windows still need to prove durable native-provider independence."
      },
      {
        "phase": 6,
        "name": "Multimodal and Image Intelligence",
        "score": 0.72,
        "state": "process-complete",
        "evidence": [
          "H11-BIVERSE routing exists",
          "non-SVG policy exists",
          "image capability awareness exists",
          "Phase 6 is now part of the all-11 active execution receipt surface",
          "Phase 6 process engine manifest defines raster validation, visual intent, prompt-fidelity, and fallback gates"
        ],
        "remaining_gap": "Provider-backed visual QA must be sampled repeatedly in live UI before full multimodal certification."
      },
      {
        "phase": 7,
        "name": "Owned Model Weight Training",
        "score": 0.63,
        "state": "process-complete",
        "evidence": [
          "virtual adapter exists",
          "native neural tensor seed exists",
          "dataset lineage exists",
          "Phase 7 is now part of the all-11 active execution receipt surface",
          "Phase 7 process engine manifest defines dataset lineage, adapter digest, shadow eval, and rollbackable release"
        ],
        "remaining_gap": "Real evaluated QLoRA/neural adapter promotion remains the evidence gate."
      },
      {
        "phase": 8,
        "name": "Continuous Learning and Rollback World",
        "score": 0.74,
        "state": "process-complete",
        "evidence": [
          "continuous teacher cycle exists",
          "hash-chained evolution world exists",
          "rollback boundary is declared",
          "Phase 8 is now part of the all-11 active execution receipt surface",
          "Phase 8 process engine manifest defines privacy-filtered learning, regression monitor, and rollback executor"
        ],
        "remaining_gap": "Long-running outcome history is still needed to certify continuous learning stability."
      },
      {
        "phase": 9,
        "name": "Authorized Tool and Action Intelligence",
        "score": 0.7,
        "state": "process-complete",
        "evidence": [
          "authority boundary exists",
          "execution agents exist",
          "approval-gated self-code proposal endpoint exists",
          "Phase 9 is now part of the all-11 active execution receipt surface",
          "Phase 9 process engine manifest defines authority, least privilege, dry run, receipt, and rollback gates"
        ],
        "remaining_gap": "Tool-by-tool live coverage still needs expansion before broad external-action certification."
      },
      {
        "phase": 10,
        "name": "Superintelligence Certification",
        "score": 0.62,
        "state": "process-complete",
        "evidence": [
          "ASI readiness framework exists",
          "claim policy blocks unsupported certification",
          "Phase 10 is now part of the all-11 active execution receipt surface",
          "Phase 10 process engine manifest defines certification reports, benchmark windows, adversarial checks, and claim gates"
        ],
        "remaining_gap": "Repeatable cross-domain benchmark windows must now be run and accumulated."
      },
      {
        "phase": 11,
        "name": "Sovereign Intelligence Release",
        "score": 0.58,
        "state": "process-complete",
        "evidence": [
          "public H11-SIM interface exists",
          "release truth boundary exists",
          "Phase 11 is now part of the all-11 active execution receipt surface",
          "Phase 11 process engine manifest defines public release receipt, monitoring, fallback declaration, and post-release watch"
        ],
        "remaining_gap": "Sovereign public maturity claim remains blocked until Phase 10 evidence windows pass."
      }
    ]
  },
  "selected_phase_score": {
    "phase": 3,
    "name": "Universal Math, Logic, and Proof Engine",
    "score": 0.78,
    "state": "process-complete",
    "evidence": [
      "mathematical logic endpoint exists",
      "causal deterministic path exists for some problems",
      "math intent routing exists",
      "Phase 3 is now part of the all-11 active execution receipt surface",
      "Phase 3 process engine manifest defines code surfaces, typed artifacts, gates, and rollback"
    ],
    "remaining_gap": "Broader benchmark coverage must prove the process across more math domains before certification."
  },
  "runtime_binding": "H11-META diagnosis -> H11-ADVERSA challenge -> H11-LEARN lesson -> H11-OMEGA improvement proposal -> H11I-VERITAS receipt -> promote/queue/rollback",
  "next_action": "make the reasoning path itself the answer",
  "truth_boundary": "Correction and enhancement are active as governed runtime planning and release gates. Production rewrites, model-weight promotion, and public superintelligence claims still require explicit evaluated receipts."
}