[D] Please recommend ways to make ML Interview better for candidates

There was a thread that complained about ML interviews being exhaustive.

As a hiring manager, Id like recommendation on making the ML interviews better.

1. What are some things to avoid?
2. What are some good steps to include?

good hiring hiring manager interview interviews machinelearning making manager recommendation thread