information update

When an AI remembers everything, knowing what to forget becomes the real skill

A coding agent reads that an API timeout is 30 seconds, then later the documentation changes it to 5. Both versions remain in context, yet the agent keeps using the old number. It hasn't forgotten, it just hasn't updated what it knows. That distinction matters. We focus heavily on recall, but knowing when to overwrite old information is the real skill. For deeper exploration into how AI builds meaning from concepts, not just tokens, our related article offers a natural next step.