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Both an LLM and Stockfish would fail that test.

Nobody is claiming that Stockfish is learning generalizable concepts that can one day meaningfully replace people in value creating work.

The point was such a question could not be used to tell whether the llm was calling a chess engine

Ah okay, I missed that.