Tracing the Thoughts of a Coding Agent Playing ARC-AGI-3: Lessons for Continual Learning.

arXiv:2610.11450v1 Announce Type: new Abstract: We study how a coding agent learns across a sequence of abstract reasoning tasks. The agent runs on a frozen foundation model inside a fixed harness and acts by writing and running Python and shell scripts. It re