Everything AIMS offers, in one place.
The textbook, the course, the competition, the tools, and the community channels. Pick a starting point.
Core materials
01Core materials
The foundational reading and the course that brings it to life.
Practice and tools
02Practice and tools
Where ideas meet data. Compete on shared benchmarks or build with open-source tools.
Predictive evaluation competition
Compare methods on a shared evaluation matrix. Public leaderboard, open submissions.
View the competitionSoftware and data
Open-source PyTorch tools, a curated evaluation data bank, and interactive apps for rigorous measurement, all in one place.
Explore software & dataBenchmark Caliper
An interactive validity analyzer for inspecting benchmark item behavior, reliability, and what a score actually measures.
Open Benchmark CaliperStay connected
03Stay connected
Follow progress, join the conversation, and catch up on what has shipped.
Newsletter
Updates on new readings, software releases, and ways to get involved. Sent when it matters.
SubscribeDiscord
Real-time discussion about measurement science, course material, and open problems.
Join the DiscordNews archive
A running timeline of launches, milestones, and project updates.
Browse the newsStart where it makes sense, and stay in the loop.
New readings, software releases, and ways to get involved, sent only when it matters.