https://cognaptus.com/tags/prefix-steering/ Recent content in Prefix-Steering on Cognaptus Hugo -- 0.145.0 en-us Sun, 11 Oct 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-10-11-store-the-video-once-steer-the-prompt-later/ Sun, 11 Oct 2026 00:00:00 +0000 https://cognaptus.com/blog/2026-10-11-store-the-video-once-steer-the-prompt-later/ PReM shows how a frozen vision-language model can retain long-video evidence in a small reusable external state without adding memory tokens to the prompt.