BY NEUROLOGIC AIBaseline
Agree the held-out set, comparison system, target measures, and tie-breaking method.
When IP is the company, the boundary is part of the product.
For Micron, a specialist engineering-optimization system achieved a 70% win rate against a GPT-5.5-based system on held-out semiconductor work. The benchmark result is approved for public disclosure; the exact operational workflow remains intentionally masked.
01SPECIALIST SYSTEM02HELD-OUT SET03GOVERNED RELEASE
WORKFLOW · BOUNDARY · EVIDENCE70%benchmark win rate
GPT-5.5baseline system
MASKEDexact workflow
Specialist engineering intelligence should earn release through held-out benchmarks.
Specialist systemApproved toolsHeld-out evaluationHuman promotion
Evaluate
Run the specialist system and baseline under the same controlled conditions.
Measure
Compare achieved quality under the agreed benchmark protocol.
Govern
Carry the benchmark, exact version, owner, and rollback path into any future activation.
EVIDENCE & SCOPEThe specialist system achieved a 70% benchmark win rate against a GPT-5.5-based system. The exact operational workflow remains masked.