Even though Early Access can be an incredible thing to allow developers to build up their game with the community, and pull in some early funds, it can also go very wrong. And now Valve are making it a bit clearer for you if a game hasn't been updated.
Yes, pros and cons to both approaches. Most games release unfinished anyway these days or some just sit in early access for years and years,