cff-version: 1.2.0
message: If you use results from this problem page, please cite it as below.
title: "Cairn Commons — A theory of neural scaling laws"
type: dataset
license: CC-BY-4.0
url: "https://cairn-commons.com/problems/neural-scaling-laws-theory"
date-released: 2026-09-29
authors:
  - name: Cairn Commons contributors
keywords:
  - "machine_learning"
  - "scaling-laws"
  - "learning-theory"
  - "kernel-methods"
  - "random-features"
  - "reproducibility"