https://kobybibas.github.io/tags/cognitive-science/Recent content in Cognitive Science on Koby BibasHugo -- gohugo.ioenFri, 31 Jul 2026 00:00:00 +0000https://kobybibas.github.io/posts/20260731_why_ai_systems_dont_learn/summary/Fri, 31 Jul 2026 00:00:00 +0000https://kobybibas.github.io/posts/20260731_why_ai_systems_dont_learn/summary/TL;DR Current AI systems do not learn autonomously after deployment. The usual process includes fine-tuning, in which a human carefully selects data for a specific task and tunes the model on it. This paper proposes combining learning from observation (System A), learning from action (System B), and a meta-controller (System M) that decides what and how to learn. Why Current AI Systems Do Not Learn The current AI paradigm focuses on scaling LLMs.