https://cognaptus.com/tags/small-llms/ Recent content in Small LLMs on Cognaptus Hugo -- 0.145.0 en-us Sun, 30 Nov 2025 00:00:00 +0000 https://cognaptus.com/blog/2025-11-30-anchors-aweigh-why-small-llms-refuse-to-flip-their-own-semantics/ Sun, 30 Nov 2025 00:00:00 +0000 https://cognaptus.com/blog/2025-11-30-anchors-aweigh-why-small-llms-refuse-to-flip-their-own-semantics/ A mechanism-first reading of why few-shot prompts improve small LLM classifiers when labels match pre-training, but fail when asked to invert label meaning.