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Week 51 of 2023- W512023

Dec 22, 2023 - theaiunderwriter.substack.com
This blog post discusses various topics related to artificial intelligence, technology, and current events. It includes a disclaimer stating that the views expressed are solely the author's and not reflective of any current or previous employer. The post features quotes, images, and references to various articles and resources. Topics range from the use of AI in insurance, the reproducibility crisis in science, the resurgence of crypto, and the return of white sharks to Cape Cod.

The post also highlights recent scientific papers on enhancing language models' problem-solving abilities and autonomous chemical research. It mentions a movie called "The Creator" and a podcast featuring Jeff Bezos. The author concludes the post by mentioning their favorite books of 2023.

Key takeaways:

  • The blog post discusses various topics related to AI, technology, and current events.
  • It introduces Reinforced Self-Training (ReST), a method for enhancing language models' problem-solving abilities. ReST iteratively generates solutions, evaluates them with a binary reward, and fine-tunes the model based on these evaluations.
  • The post also presents "Coscientist," an AI system using GPT-4, capable of autonomously conducting chemical research. It effectively designs, plans, and executes experiments, particularly in reaction optimization of palladium-catalyzed cross-couplings.
  • The author also shares his views on a movie called "The Creator" and mentions his favorite books of 2023.
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