- fit.py: exact and binned nearest-neighbour searches use one distance matrix per searched bin (first-minimum rule kept); fit 2.6 s -> 1.4 s per GSA sample, still bit-identical to the oracle - scripts/validate_p3_large.py: refits 1.2.0 and 1.1.2 transforms for every vendor GTC and reports ULP distances per field - cloud trial runs scripts/cloud/tasks/<TASK>.sh (TASK=p3 default; p1p2 = previous validation + ingest) Co-Authored-By: Claude Opus 5.5 <[email protected]> Claude-Session: https://claude.ai/code/session_01814GKVzZVL3FuF3DeiZXhv