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Epoch AI

README.md

About Epoch AI

Epoch AI is a multidisciplinary non-profit research institute investigating the future of artificial intelligence. We examine the driving forces behind AI and forecast its economic and societal impact.

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  1. MirrorCode MirrorCode Public

    Public repository for MirrorCode

    C 78 17

  2. Compute-Trends Compute-Trends Public

    Supplementary material for our paper "Compute Trends Across Three Eras of Machine Learning".

    Jupyter Notebook 48 6

  3. training-cost-trends training-cost-trends Public

    Python 28 12

  4. ftm ftm Public

    Work in progress! I don't recommend looking at the code right now.

    HTML 25 10

  5. data-stock data-stock Public

    Models for data stocks and training dataset sizes

    Python 21 6

  6. robotic-manipulation-compute robotic-manipulation-compute Public

    Code and data to reproduce the analyses and figures for the Epoch AI Data Insight "Compute is not a bottleneck for robotic manipulation"

    Jupyter Notebook 21

Repositories

Showing 10 of 40 repositories
  • chess-puzzles-mirror Public

    Epoch AI's Chess Puzzles benchmark (snapshot extracted from internal benchmarks repo)

    epoch-research/chess-puzzles-mirror's past year of commit activity
    Python 0 0 0 0 Updated Oct 28, 2026
  • LeanOpenProblems Public
    epoch-research/LeanOpenProblems's past year of commit activity
    Lean 18 4 0 2 Updated Oct 26, 2026
  • ftm Public

    Work in progress! I don't recommend looking at the code right now.

    epoch-research/ftm's past year of commit activity
    HTML 25 MIT 10 1 3 Updated Oct 24, 2026
  • ai-chip-imports Public

    Estimate where AI chips arrive, from national customs records and Epoch AI’s Chip Sales data.

    epoch-research/ai-chip-imports's past year of commit activity
    Python 0 MIT 0 0 0 Updated Oct 21, 2026
  • ai-chip-counts Public

    Code for estimating compute quantities and other AI company data

    epoch-research/ai-chip-counts's past year of commit activity
    Jupyter Notebook 5 MIT 1 1 1 Updated Oct 16, 2026
  • ttft-latency-scaling Public

    Data and analysis for long-context API TTFT scaling

    epoch-research/ttft-latency-scaling's past year of commit activity
    Python 1 MIT 1 1 0 Updated Oct 8, 2026
  • ai-math-arxiv Public

    Data for Epoch's AI use in Math Research explorer

    epoch-research/ai-math-arxiv's past year of commit activity
    Python 0 0 0 0 Updated Oct 6, 2026
  • compute-to-agents Public

    Reproducible analysis for Compute to tokens: agent-hour costs, AgentX benchmarks, and hardware capacity scenarios

    epoch-research/compute-to-agents's past year of commit activity
    Python 1 Apache-2.0 0 0 0 Updated Oct 2, 2026
  • zstd Public Forked from facebook/zstd

    Zstandard - Fast real-time compression algorithm

    epoch-research/zstd's past year of commit activity
    C 0 2,821 0 0 Updated Sep 28, 2026
  • LeanOpenProblems-results Public
    epoch-research/LeanOpenProblems-results's past year of commit activity
    Lean 1 0 0 0 Updated Sep 16, 2026
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