Has Progress on Math been Surprising?
Jacob Steinhardt
2022 Invited Talk
in
Workshop: MATH-AI: Toward Human-Level Mathematical Reasoning
in
Workshop: MATH-AI: Toward Human-Level Mathematical Reasoning
Abstract
In 2021, we commissioned forecasters to predict progress on ML benchmarks, including the MATH dataset for mathematical problem-solving. Progress on MATH ended up being much faster than predicted. I'll discuss what we should and shouldn't take away from this, my own predictions for future progress, and general implications for predicting future developments in ML.
Speaker
Jacob Steinhardt
Video
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