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CIFR

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

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© 2026 Council for Independent Frontier Research

CIFR — Council for Independent Frontier Research

Canonical run

Run 8af03b63

Completed

Exit code: 0
Duration: 4.3s
Started: 5:30:23 PM
Image: sha256:664e5a4e0…

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Environment snapshot

2 packages — click to expand

numpy==2.4.4
scipy==1.17.1