PaLM vs AlphaZero
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PaLM
PaLM (Pathways Language Model) is a 540-billion-parameter language model developed by Google and announced in April 2022. The model was trained using Google's Pathways system, a new ML architecture designed to efficiently train models across thousands of accelerator chips. PaLM demonstrated strong few-shot performance across reasoning tasks, code generation, and multilingual understanding, includi...
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AlphaZero
AlphaZero is a computer program developed by DeepMind that utilizes generalized reinforcement learning to master board games. Released in 2017, the system learned to play chess, shogi, and Go entirely through self-play, without relying on human-derived opening books or endgame databases. Within hours of training, it defeated highly specialized, world-champion-level engines in all three games, incl...
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