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feat: implement Tractable Gödel Machine TCB, Holistic Dashboard, and Formal Rigor - #139

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Steake merged 1 commit into
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feature/godel-machine-tcb-holistic-dashboard
Oct 1, 2026
Merged

Steake merged 1 commit into
mainfrom
feature/godel-machine-tcb-holistic-dashboard

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@Steake

@Steake Steake commented Oct 1, 2026

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  • Implement Tractable Gödel Machine kernel (godelOS/godel_machine.py) with O(|pi|) proof-carrying code checking.
  • Formalize conservative utility bounds Delta U_lower = Delta R_min - lambdaDelta Cost_ub - betaDelta Error_ub > 0 in exact rational arithmetic.
  • Implement explicit EnvironmentModelAssumption binding for contracts.
  • Define and enforce decidable logic fragments: Presburger QF-LIA, 1D Lyapunov dissipation, and Stratified Function-Free Datalog.
  • Add ProcessIsolatedTCBVerifier for external immutability enforcement across IPC memory boundary.
  • Implement hardcoded wireheading barrier and transactional atomic hot-swap with rollback on runtime trial failure.
  • Track proposer search latency, success rate, cost ratio (T_prop/T_check), and bottleneck alerts.
  • Build and integrate Holistic System Constellation Dashboard (HolisticSystemDashboard.svelte) into App.svelte.
  • Build Symbolic Reasoning Studio (SymbolicReasoningStudio.svelte) with First-Order Resolution and Modal Tableau provers.
  • Add comprehensive 27-test formal, adversarial, and differential verification test suites.
  • Provide unified quickstart.sh script and QUICKSTART.md.

…Formal Rigor

- Implement Tractable Gödel Machine kernel (godelOS/godel_machine.py) with O(|pi|) proof-carrying code checking.
- Formalize conservative utility bounds Delta U_lower = Delta R_min - lambda*Delta Cost_ub - beta*Delta Error_ub > 0 in exact rational arithmetic.
- Implement explicit EnvironmentModelAssumption binding for contracts.
- Define and enforce decidable logic fragments: Presburger QF-LIA, 1D Lyapunov dissipation, and Stratified Function-Free Datalog.
- Add ProcessIsolatedTCBVerifier for external immutability enforcement across IPC memory boundary.
- Implement hardcoded wireheading barrier and transactional atomic hot-swap with rollback on runtime trial failure.
- Track proposer search latency, success rate, cost ratio (T_prop/T_check), and bottleneck alerts.
- Build and integrate Holistic System Constellation Dashboard (HolisticSystemDashboard.svelte) into App.svelte.
- Build Symbolic Reasoning Studio (SymbolicReasoningStudio.svelte) with First-Order Resolution and Modal Tableau provers.
- Add comprehensive 27-test formal, adversarial, and differential verification test suites.
- Provide unified quickstart.sh script and QUICKSTART.md.

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OK

@Steake
Steake merged commit 07a4ea7 into main Oct 1, 2026
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