⌘K

Discover RAI Docs

CIFR

Council for Independent Frontier Research. Pre-publication research validation — making every paper executable, verifiable, and composable.

501(c)(3) nonprofit (USA)
Section 8 · 80G tax-deductible · CSR-eligible (India)

The RAI System

What is RAI?
Resolution
Registration Agencies
Governance
FAQ

For Researchers

Browse Agents
Submit an Experiment
Mint an RAI
Documentation

For Institutions

Institutional Memberships
Get a Prefix
API & SDK
API Tokens

Legal

Terms of Service
Privacy Policy
Contact

Research should run, not just read.

© 2026 Council for Independent Frontier Research

CIFR — Council for Independent Frontier Research

← An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Canonical run

Run c55757f0

Failedexperiment exited with code 1

Exit code: 1
Duration: 4.5s
Started: 1:08:41 AM
Image: sha256:2875d2d39…

Logs

logs.txtclosed

waiting for output…

Artifacts

Loading artifacts…

Environment snapshot

1 packages — click to expand

numpy==2.4.4