Entropy-ladder foundation: reliability suite + edge-codec flavors + entropy_ladder#218

Merged

AdaWorldAPI merged 13 commits into

claude/wonderful-hawking-lodtql

Jun 14, 2026

Commits on Jun 14, 2026

feat(hpc): edge-codec flavors + reliability stats (measure all, validate/invalidate)
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feat(hpc): entropy_ladder — Staunen↔Wisdom coordinate over NARS truth + Pearl-2³ SPO
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test(hpc): MTMM instrument probe — syntax=angle ⊥ semantics=residue ⊥ basin=phase
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test(hpc): CAKES grail probe — measure CLAM-accelerated search vs brute on the instrument
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fix(hpc): address #218 review — fidelity length-guard + edge_codec examples & decode asserts
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test(hpc): helix ⊥ HHTL probe — PLACE + RADIAL + HELIX(direction) on the instrument
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docs(hpc): record entropy_ladder layering decision (validate in ndarray, migrate later)
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test(hpc): helix bit-depth sweep — 8/16/24/32/48-bit direction fidelity
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test(hpc): morton-pyramid perturbation probe — one 48-bit frame drives the whole pyramid
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test(hpc): rolling-floor Belichtungsmesser probe — coarse loss as a feature under SD drift
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test(hpc): codec-overlap probe — 48-bit helix vs CAM-PQ-6 vs 3×8 SPO on COCA high-D
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test(hpc): CAM-PQ × Morton-cascade synergy probe — coarse→fine prune, lossless
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docs(knowledge): codec/SoA facet map — speed & fidelity are separable, composable knobs
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