http://dylanler.github.io/tags/learning/Recent content in Learning on Dylan LerHugo -- 0.133.0en-usWed, 25 Feb 2026 10:00:00 -0800http://dylanler.github.io/posts/continuous-learning-context-rot-long-horizon-memory-experiment/Wed, 25 Feb 2026 10:00:00 -0800http://dylanler.github.io/posts/continuous-learning-context-rot-long-horizon-memory-experiment/I wanted to answer one practical question. Can a model keep learning over long sessions without slowly losing grip on earlier facts? This post is a learning oriented walkthrough of one real campaign I ran. It focuses on understanding and decision making, not just reporting scores. Code and implementation are here: GitHub repo: rlm-experiment-codex Live report dashboard Overview I compared two memory methods with the same base model and the same datasets.