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feat: Implement Invariant Verification Harness (IVH) - #110

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jules-6893162317534877649-0c28be80
Sep 24, 2026
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projectedanx merged 1 commit into
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jules-6893162317534877649-0c28be80

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This submission implements the Epistemic Architecture of Scientific Laws via the Invariant Verification Harness (IVH).

It systematically deconstructs scientific myths by implementing the IVH architecture which explicitly separates descriptive laws from explanatory theories and formally calculates Bayesian Model Selection and asympotic stress testing using an OccamLossCompiler and ContinuousFalsificationUnit.

Key Additions:

  • InvariantVerificationHarness class combining four pillars: AnomalyMiner, SymbolicEquationSolver, ExplanatoryGraphStructurer, and PopperianFalsifier.
  • CognitiveUnderstandingCompiler with a GraspingMetric for non-factive reasoning utilizing FictivePrinciple logic.
  • DeIdealizationEngine for automating the removal of idealized constraints when prediction error diverges >3σ.
  • Architectural Decision Record 42 tracking this systems engineering approach.
  • Expansion of the Cognitive Bytecode Lexicon to include PAT-032 through PAT-035.
  • Extensive TDD verified through test simulations targeting prompt requirements (Keplerian parsimony, Relativistic boundaries, systems biology de-idealization).

PR created automatically by Jules for task 6893162317534877649 started by @projectedanx

…(IVH)

- Formalize IVH architecture with AnomalyMiner, SymbolicEquationSolver, ExplanatoryGraphStructurer, and PopperianFalsifier.
- Implement DeIdealizationEngine to automate the breakdown of fictive assumptions.
- Implement CognitiveUnderstandingCompiler and GraspingMetric.
- Add ADR 42 for IVH architecture and record PAT concepts in LEXICON.md.
- Add comprehensive pytest scenarios mapping to Ptolemaic over-fitting, Newtonian non-factive understanding, and systems biology de-idealization.
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projectedanx merged commit 5707b6b into main Sep 24, 2026
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projectedanx deleted the jules-6893162317534877649-0c28be80 branch September 24, 2026 04:54
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