https://cognaptus.com/tags/reasoning-verification/ Recent content in Reasoning-Verification on Cognaptus Hugo -- 0.145.0 en-us Tue, 29 Sep 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-09-29-the-graph-isnt-the-verifier-what-lcotgv-actually-learns-from-long-reasoning-chains/ Tue, 29 Sep 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-09-29-the-graph-isnt-the-verifier-what-lcotgv-actually-learns-from-long-reasoning-chains/ LCoT-GV shows that graph-based reasoning verification depends far more on semantic step content than on structural metadata alone—and that verifier performance remains sharply domain-dependent.