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ARC: A Reasoning Recipe for Robot Foundation Models

The prevailing approach to improving robot foundation models (RFMs) relies on larger models, more robot demonstrations, and costly training at scale. We show that there exists an effective and efficient complementary approach: the right reasoning recipe can substantially improve the zero-shot task performance of existing state-of-the-art RFMs. We refer to this recipe as ARC. It consists of three…

We haven't written up this one. arXiv cs.AI has the full story — the link below goes straight to it.

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Predictions for economics, given AI

From Ingar Haaland: With math essentially being delegated to OpenAI, here’s what I predict for economics and the social sciences more generally: The top tier of research will just become better and it…

  • AI will enhance research quality in top-tier economics and social sciences.
  • Field experiments will gain more value with AI collaboration.
  • Economic history and data mining will advance with digitized archives.

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