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1. Input Phase
2. Execution Phase
3. Evaluation Phase
4. Outcome Phase
5. Storage Phase
TEST
TEST
RES
REF
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Test Fixture
FrankenNumPy
NumPy Oracle
Compare Gate
Match
Mismatch
Investigation
Hardened Fallback
Evidence Ledger
Artifact Store