perf(mmle): use matrix-vector EAP projection - #574

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seonghobae wants to merge 47 commits into

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bolt/mmle-theta-optimization-6640984865514289612

Commits on Aug 8, 2026

Refactor EAP ability theta calculation for efficiency
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31a85a8
test(mmle): lock EAP matmul parity and allocation path
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397a833
docs(mmle): add EAP projection changelog fragment
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131f328
docs(mmle): record EAP matmul evidence and boundary
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9f4555c
Refactor EAP ability theta calculation for efficiency
seonghobae
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257f7e1
test(mmle): restore EAP projection parity contract
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4c3801a
docs(mmle): restore EAP projection doctoring
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15980aa
docs(mmle): restore EAP projection changelog fragment
seonghobae
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2fff4d8
Refactor EAP ability theta calculation for efficiency
seonghobae
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2559fc7
test(mmle): pin EAP projection parity and claims
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5719e8c
fix(mmle): remove universal EAP speedup claim
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75ed6ee
test(mmle): require EAP projection doctoring
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c77b9a9
docs(mmle): record EAP matvec contract
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70e6b61
test(mmle): align runtime claim guard
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a5c38c8
chore: sync authoritative CHANGELOG.md
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e32324e
chore(mmle): keep changelog renderer out of optimization scope
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c694df8
fix(mmle): bound NumPy fallback workspace
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35fafa7
test(mmle): prove fallback resource limits
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33f0251
docs(mmle): record fallback resource boundary
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c90393c
fix(mmle): validate budget before dtype copies
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a23a6cb
test(mmle): reject before dtype conversion
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8db6d14
docs(mmle): document pre-allocation guard order
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bd833a5
fix(mmle): reserve arithmetic-temporary headroom
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06e40b5
docs(mmle): align conservative workspace formula
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2a570d4
docs(mmle): record fallback resource cap
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f8a2236
chore: align exact head validation
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9bde98b
docs(changelog): render MMLE EAP projection fragment
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54f6f43
chore: sync authoritative CHANGELOG.md
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ecc920c
chore: remove unrelated changelog renderer formatting
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7d572fd
test(mmle): cover guarded public fallback routing
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4d06dae

Commits on Aug 9, 2026

test(mmle): import fit module robustly
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65a97de
fix(mmle): defer fallback allocation to workspace guard
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57bf304
chore(mmle): preserve existing device metadata
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cb8c152
merge: refresh MMLE projection PR onto current main
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85e4729
chore: merge main and regenerate changelog
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0884be1
fix(security): prevent directory traversal in essay validation report output
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1ad4298
fix(mmle): drop unrelated path check from refresh
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51b32ae
chore: sync authoritative CHANGELOG.md
seonghobae
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2da9603
chore: merge exact main and regenerate changelog
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1cd4748
test(mmle): require quadrature validation before array coercion
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4e17e73
fix(mmle): validate quadrature before response coercion
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aa63309
docs(mmle): record fail-closed quadrature preflight order
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cb564a6
chore: merge exact main 7516031df533 and regenerate changelog
seonghobae
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7eb874a
chore: merge exact main 7516031df533 and regenerate changelog
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6824166
chore: merge exact main 7516031df533 and regenerate changelog
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f3daa44
feat: optimize MMLE EAP theta projection fallback
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4a29520
feat: optimize MMLE EAP theta projection fallback
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6817b0a