My impression is that Atari was 80% solved, and then researchers and companies moved on.

A company solves self-driving 80% of the way and makes a lot of VC cash along the way. Then they solve intelligent chatbots 80% of the way and make a lot of VC cash along the way. Now they're working on solving humanoid robotics 80% of the way... I wonder why?

In the end, we have technology that can do some neat tricks, but can't be relied upon.

There are probably still some very hard problems in certain Atari games. Only the brave dare tackle these problems, because failure comes sharp and fast. Whereas, throwing more compute at a bigger LLM might not really accomplish anything, but we can make people think it accomplished something, and thus failure is not really possible.