Surrogate models may rank candidates but never sign off: any SI/PI/thermal/DFM claim surfaced to a caller must come from an authoritative tool run (or be declared a non-claim), keeping the 'AI proposes, deterministic code disposes' invariant. Design the hook contract first: where surrogates plug into scoring, what evidence binds a signoff, and what the refusal looks like when no authoritative backend is configured. Roadmap: docs/roadmap.md § M5.
Surrogate models may rank candidates but never sign off: any SI/PI/thermal/DFM claim surfaced to a caller must come from an authoritative tool run (or be declared a non-claim), keeping the 'AI proposes, deterministic code disposes' invariant. Design the hook contract first: where surrogates plug into scoring, what evidence binds a signoff, and what the refusal looks like when no authoritative backend is configured. Roadmap: docs/roadmap.md § M5.