Maybe a future LLM after that could approach the problem by first simulating a human brain, then learning from the ‘human’ gameplay.

Just kidding of course

Or maybe an LLM could just tool call stockfish and doesn’t need to have more than a basic understanding of chess. The bitter lesson seems extraordinarily wasteful on the compute side.