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yosefklast Sunday at 7:16 PM2 repliesview on HN

This is interesting. The "professional level" rating of <1800 isn't, but still.

However:

"A significant Elo rating jump occurs when the model’s Legal Move accuracy reaches 99.8%. This increase is due to the reduction in errors after the model learns to generate legal moves, reinforcing that continuous error correction and learning the correct moves significantly improve ELO"

You should be able to reach the move legality of around 100% with few resources spent on it. Failing to do so means that it has not learned a model of what chess is, at some basic level. There is virtually no challenge in making legal moves.


Replies

rpdillonyesterday at 8:37 PM

> Failing to do so means that it has not learned a model of what chess is, at some basic level.

I'm not sure about this. Among a standard amateur set of chess players, how often when they lack any kind of guidance from a computer do they attempt to make a move that is illegal? I played chess for years throughout elementary, middle and high school, and I would easily say that even after hundreds of hours of playing, I might make two mistakes out of a thousand moves where the move was actually illegal, often because I had missed that moving that piece would continue to leave me in check due to a discovered check that I had missed.

It's hard to conclude from that experience that players that are amateurs lack even a basic model of chess.

lostmsuyesterday at 5:17 AM

> r4rk1 pp6 8 4p2Q 3n4 4N3 qP5P 2KRB3 w — — 3 27

Can you say 100% you can generate a good next move (example from the paper) without using tools, and will never accidentally make a mistake and give an illegal move?