Every so often you kick the tires of a problem and it's like you expected.

In these cases, your mental model doesn't have to update much, you just reduce uncertainty.

Sometimes you kick the tires and it's like kicking over a cardboard cutout and discovering a deep foreboding cave behind.

In this case, you must update your priors significantly!