How long-running AI agents can lose focus
Claude-style chats can get worse after many back-and-forth messages. Old mistakes may return, and earlier instructions may be ignored.
A practical is to write a with the important facts and restart in a fresh chat. The harder case is a that summarizes email, books calendar events, and learns personal habits over years, because it must keep useful memory without letting a long history pull it off track.
Key points
- Long AI chats can drift after many exchanges.
- Old errors and forgotten instructions can come back.
- A can help reset the work without losing the important state.
- s need a way to keep useful memory while ignoring stale or wrong history.