The AIMS archive.
Launches, milestones, and project updates from AI Measurement Science, an editorial record of the work as it grows.
Latest news
FeedThe measurement textbook has been reorganized
The living textbook has been reorganized, and the full PDF is now available to download.
The Predictive AI Evaluation Challenge is open
AIMS's first competition invites participants to predict how models respond to unseen benchmark items from sparse observations. Submissions run through the summer.
Call for papers: AI Measurement Science Workshop at COLM 2026
AIMS is organizing a one-day workshop on rigorous AI evaluation, co-located with COLM 2026 in San Francisco. The research and competition tracks are now open.
CS321M launches as a new Stanford course
CS321M is a new class offered at Stanford as of Spring 2026, turning measurement ideas into a living course and a way for new contributors to join.
The AIMS community hub is live
AIMS now has a public home for the textbook, course, software direction, competition, and newsletter.
Newsletter signups are now open
The newsletter is the easiest way to follow updates on readings, course materials, software, and releases.
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Stay close to the work.
New readings, course updates, software releases, and ways to get involved, delivered as the archive grows.