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Expanding our analysis of biological AI models
Report
Feb. 20, 2026

Expanding our analysis of biological AI models

We release a database of over 1,100 biological AI models across nine categories. We analyze their safeguards, accessibility, training data sources, and the foundation models they build on.

By David Atanasov, Niccolò Zanichelli, and Jean-Stanislas Denain

What do “economic value” benchmarks tell us?
Report
Feb. 13, 2026

What do “economic value” benchmarks tell us?

These benchmarks track a wide range of digital work. Progress will correlate with economic utility, but tasks are too self-contained to indicate full automation.

By Florian Brand and Greg Burnham

Where Autonomy Works: Evaluating Robot Capabilities in 2026
Report
Feb. 10, 2026

Where Autonomy Works: Evaluating Robot Capabilities in 2026

We assess the current state of autonomous robotics by evaluating robot performance on concrete tasks across industrial, household, and navigation domains.

By Yann Rivière and Jean-Stanislas Denain

Epoch AI 2025 impact report
Update
Jan. 16, 2026

Epoch AI 2025 impact report

In 2025, Epoch AI published over a hundred outputs, more than doubled its reach and raised over ten million dollars.

By The Epoch AI Team

Introducing the AI Chip Sales Data Explorer
Update
Jan. 13, 2026

Introducing the AI Chip Sales Data Explorer

We announce our new AI Chip Sales data explorer, which uses financial reports, company disclosures, and more to estimate compute, power usage, and spending over time for a wide variety of AI chips.

By The Epoch AI Team

Top 10 Data Insights and Gradient Updates of 2025
Update
Dec. 23, 2025

Top 10 Data Insights and Gradient Updates of 2025

In 2025 we released over 70 short form investigations of AI. We review the 10 most popular ones on our website.

By The Epoch AI Team

A Rosetta Stone for AI benchmarks
Paper
Dec. 2, 2025

A Rosetta Stone for AI benchmarks

Most benchmarks saturate too quickly to study long-run AI trends. We solve this using a statistical framework that stitches benchmarks together, with big implications for algorithmic progress and AI forecasting.

By Anson Ho, Jean-Stanislas Denain, David Atanasov, Samuel Albanie, and Rohin Shah

Introducing the Frontier Data Centers Hub
Update
Nov. 4, 2025

Introducing the Frontier Data Centers Hub

We announce our new Frontier Data Centers Hub, a database tracking large AI data centers using satellite and permit data to show compute, power use, and construction timelines.

By The Epoch AI Team

What you need to know about AI data centers
Report
Nov. 4, 2025

What you need to know about AI data centers

AI companies are planning a buildout of data centers that will rank among the largest infrastructure projects in history. We examine their power demands, what makes AI data centers special, and what all this means for AI policy and the future of AI.

By Ben Cottier and Yafah Edelman

What does OSWorld tell us about AI’s ability to use computers?
Report
Oct. 30, 2025

What does OSWorld tell us about AI’s ability to use computers?

We review OSWorld, a prominent computer use benchmark. Its tasks are relatively simple, many don’t require GUIs, and success often hinges on interpreting ambiguous instructions. It is also not stable over time.

By Florian Brand and Greg Burnham