https://cognaptus.com/tags/solver-supervision/ Recent content in Solver-Supervision on Cognaptus Hugo -- 0.145.0 en-us Sat, 03 Oct 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-10-03-teach-the-mismatch-not-the-whole-trace-solverinformed-selfdistillation-for-or-models/ Sat, 03 Oct 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-10-03-teach-the-mismatch-not-the-whole-trace-solverinformed-selfdistillation-for-or-models/ SOLID shows how optimization models can learn from their own executable solver artifacts without letting noisy privileged feedback rewrite every part of a reasoning trace.