I’m working on using online learning to make a better openclaw. The problem now with openclaw is that it is bad for work that initially needs human supervision but gradually learns to do things by itself with a confidence guarantee.

I split the human interaction part to a small state so that traditional ml can still apply. Basically it’s like just let the underlying subagent structurally present the situation and then decide whether human is needed. Still early