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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 2a0359c4

Completed

Exit code: 0
Duration: 3.3s
Started: 11:47:11 PM
Image: sha256:bde847b9a…

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Environment snapshot

1 packages — click to expand

numpy==2.4.4