• 2 Posts
  • 16 Comments
Joined 9 months ago
cake
Cake day: March 2nd, 2024

help-circle


  • LLMs are basically just good pattern matchers. But just like how A* search can find a better path than a human can by breaking the problem down into simple steps, so too can an LLM make progress on an unsolved problem if it’s used properly and combined with a formal reasoning engine.

    I’m going to be real with you: the big insight behind almost all new mathematical ideas is based on the math that came before. Nothing is truly original the way AI detractors seem to believe.

    By “does some reasoning steps,” OpenAI presumably are just invoking the LLM iteratively so that it can review its own output before providing a final answer. It’s not a new idea.


  • I do agree that grad students don’t exactly live in luxury, and frequently develop mental health crises. But their contributions and insight are what power their labs. Profs often have to spend so much time teaching and chasing grants that they can’t do much real research. Academia overall is in a sad state.

    But Tao is a superstar, and a charismatic blogger. I’d be disappointed to learn he mistreats his grad students. (I don’t know if he even has any tbh)