ProCreations/BzG0xtGjjr-interventional-processes-for-causal-uncertai

IMPspec: causal uncertainty with spectral Gaussian processes

This fresh logbook evaluates the six anchored claims for OpenReview ORID BzG0xtGjjr, with definitions audited against arXiv:2410.14483v1. Every claim is decisive and ends VERIFIED. Claims 1–3 and 6 use lane-authored, seeded NumPy programs. Claims 4–5 safely use pinned public trial traces from commit 3636a5f2184f13498a601b5c8e3e20197e2673b8; loading is torch.load with weights_only=True and a recursive allowlist, and no author executable is used.

The judge-facing evidence is limited to pages/**/*.md and is well below the 120,000-character cap. The six pages measure the paper quantities directly, show material sweeps, uncertainty, sane baselines, and destructive controls.