3min chapter

The Inside View cover image

Ethan Caballero–Broken Neural Scaling Laws

The Inside View

CHAPTER

Introduction

Ethan Caballero: All you need to do is fit your broken neural scaling off with a few points near the break and you can perfectly extrapolate to the next break. You're looking at the equals MC squared of AGI. Dan Hendrix had these slides where he's like, oh, math is over scaling laws. But in retrospect, it wasn't surprising because he was using the wrong functional form.

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