Lemmata
Greg BurnhamObservations About AI and Math
| Platform |  | Pricing | Only free issues | Publishes | Twice weekly |
|---|---|---|---|---|---|
| Issues | 23 | Founded | a year ago | Last Issue | 10 months ago |
| Active | |||||
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lemmata.substack.comLatest Issues
Loops
I haven’t had a chance to write much here since starting as a researcher at Epoch AI in May. But I’ve written several pieces for Epoch that are quite math-y! I’d have been very happy to write any of these as Lemmata posts. Even better, I th...
It’s Not What You Think
GSM8K is an AI benchmark from late 2021 consisting of over 8,000 grade school math problems. Back then, LLMs were still pretty bad at math: a fine-tuned version of GPT-3 got only about 33% of the problems right. You know what happened next,...
To Think Deeply About Simple Things
Programming note: I recently joined Epoch AI as a researcher. The pace of publishing here at Lemmata will likely slow, though I hope to keep it bounded above zero. Of course, I’ll also be writing about general AI topics for Epoch! For start...
Shapes vs. Words
Not to brag, but I was manipulating some physical objects the other day. Specifically, I was playing with Magna-Tiles. For those unfamiliar: Magna-Tiles are plastic tiles with little magnets embedded in the edges. The magnets make the tiles...
The Inferences We Make Along the Way
Note: this post discusses proofs only in the sense of informal, natural language proofs. For a discussion of AI systems that generate formal proofs, see here.
This post explores two related topics. First, I’ll look at a challenging math pr...
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Authors
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Researcher at Epoch AI
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