About The Aggregate

The Aggregate is built and run by Mikhail Doroshenko, an AI researcher and co-author of Humanity’s Last Exam. It is an independent project with no affiliation with any AI lab.

Every ranked score comes from a public leaderboard or a published report and links back to where it came from. The site also runs evaluations of its own and shows them as its own work: Guesswork, which scores the site’s predictions of new results against frontier models and publishes the result whether or not the site wins, and the qualification suite that picks the model used to classify benchmarks by skill. More in-house evaluations are planned.

The changelog on What’s New is computed by the pipeline with no language model involved. The story above it is written by Claude from that changelog during the morning audit. Frontier crown changes are written up the day they happen, a roundup goes out on Sundays, and quiet days send nothing.

When a published number turns out to be wrong, the fix ships with the next daily publish and the boards it touched appear in What’s New as changes. Corrections that changed what a visitor saw are listed on the interactive page.

Interactive version: theaggregate.ai/about · How It Works · Data refreshed daily, snapshot 2026-09-05.