I like the later seasons much more than the first seasons - but for the same reasons.

In the later seasons the good characters are Sweets and the interns. Whereas those are largely missing in the first seasons.

I enjoyed Bones when watching it the first time, but on rewatch I find Bones and Booth's constant bickering to just be annoying. Less Bones and Booth makes the show much better.