Can AI defeat any human at chess via deep self-play ?
Cast your vote — then read what our editor and the AI models found.
AlphaZero learned chess from scratch in four hours and crushed Stockfish, the previous king of computer chess. The end of the human-vs-engine era.
AI has made significant progress in playing chess, with systems like AlphaZero demonstrating the ability to defeat top-ranked human players through deep self-play. This approach involves the AI system playing numerous games against itself, learning from its own mistakes and improving its strategy over time. As a result, AlphaZero was able to surpass the capabilities of even the most skilled human chess players, achieving a level of mastery that has been recognized as a major milestone in the development of artificial intelligence. The success of AlphaZero in defeating human chess champions has highlighted the potential of deep self-play as a powerful tool for training AI systems in complex strategy games.
— Enriched May 9, 2026 · Source: Science — https://science.sciencemag.org/content/362/6419/1140
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