ML research can be super boring and hard to actually generalize/replicate, but recently became a lucrative field.

All commercial projects eventually become "work" when they are no longer fun, and you wouldn't show up unless paid.

You also can realize your NDA does not expire on some IP you wrote 15 years ago. lol =)