Claude consistently outruns its own confidence
It'll tell you things as fact, and then when you bring it evidence that it's wrong, it'll do a whole "mea culpa" walk back that's frustrating
It should just think things through the first time, that's why we're going to it. It's been ever since the adaptive models came out