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ProCreations/repro-networked-information-aggregation-for-binary-classification

sourceHugging Faceupdated 2mo agoView on Hugging Face

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This deterministic CPU-only Trackio logbook audits all five exact registered claims for OpenReview mrtg4NmvAe against arXiv 2605.01082v1.

Primary links: OpenReview and arXiv v1.

bash

PYTHONWARNINGS=error python reproduce.py --output replay
python build_manifest.py --verify

Evidence includes exact nontrivial BCE projection identities, 48 sequential logit-passing panels, 56 deterministic Gaussian lower-bound cells, 72 depth- formula cells, and destructive non-optimal-reference and probability-passing controls. Source proofs and finite diagnostics remain explicitly distinct.