https://cognaptus.com/tags/representation-reliability/ Recent content in Representation-Reliability on Cognaptus Hugo -- 0.145.0 en-us Mon, 12 Oct 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-10-12-a-signal-you-can-decode-is-not-yet-a-direction-you-can-trust/ Mon, 12 Oct 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-10-12-a-signal-you-can-decode-is-not-yet-a-direction-you-can-trust/ A multilingual reliability study shows why successful probing is not enough to validate an activation direction for interpretation, steering, or monitoring.