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Performance improvements 2#158

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chrishayuk merged 8 commits into
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performance-improvements-2
Jun 17, 2026
Merged

Performance improvements 2#158
chrishayuk merged 8 commits into
mainfrom
performance-improvements-2

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…u/drive/verify + first-run validation

VirtualExpert trait (gate reads exhaust, compute external+exact, forced-decode
drive with schedule-end termination) + arith instance. Tier-0 symbolic gate is
the extract scanner, so fire => extraction by construction; tier-1 probe demoted
to audit instrument per A11 (artifact schema retained, no weights present).
First run on gemma3-4b q4k: explicit dispatch 6/6 exact, schedule-end 6/6,
distractor false fires 0/6, native 2/6. Specs (AVE v0.1 + MEE v0.2 draft) in
crates/larql-inference/docs/specs/virtual-experts/.
@chrishayuk chrishayuk merged commit 18ba905 into main Jun 17, 2026
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