LLMs tried to run a robot in the real world – it didn't go well

Researchers at Andon Labs recently evaluated how well large language models can act as decision-makers in robotic systems. Their study, called Butter-Bench, tested whether modern LLMs could reliably control robots in everyday environments – particularly in carrying out multi-step tasks like "pass the butter" in an office setting.

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