AI Agents Need to Learn to Forget

A large part of human memory is learning to forget.

If our brain remembered everything perfectly, then it would get stuffed with irrelevant facts. It would be much harder to retrieve relevant information. But the brain has the amazing ability to discriminate relevance and forget over time, which makes it much better at retrieving important information.

This is what makes implementing memory for AI agents so hard. The ability to figure out differentiate what is truly relevant is absolutely needed or else the memory just fills up with junk.