DMSD Horizon Edition v0.8 — Online Calibration Memory / Learning Router

Append evidence · decay staleness · detect drift candidates · actively benchmark high-value gaps.
Ledger entries
114
Cache points
105
Historical crossover
94.99
Refined local crossover
80.91
Drift candidate
Certificate scalar @100 shifted +30.8%; vectorized shifted +11.6%. Fingerprint unchanged; cause unresolved.
Environment fingerprint
52715b12b3d096388d272ab95e6f963a6b0a620df71023e5ff121926dc292074
Active benchmark scheduler
RankCandidateReasonPriorityStatus
Completed active probes
ProbeWinnerKey result
cert @85numpy_vectorizedlocal crossover → ~80.91
GEMM n=96numpy_openblas~1469× vs Python naive
sieve N=30Modd_only_bytearrayπ(30M)=1,857,859
Staleness policy
Half-life = 4 calibration epochs; routing heuristic, not probability.