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Historical review and current implementation status

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This page reconciles the current manifest with the frozen review register. Later implementation work does not change the historical review decisions. Catalog registration, a runnable implementation, GPU execution, and a capability comparison are separate facts.

Current status of accepted candidates Count
Present in the catalog 0
Not yet present in the catalog 494

A catalog entry does not establish a full reproduction or a capability gain. A GPU receipt confirms execution; it does not replace fair baselines, isolated splits, sufficient budgets, or review of the results.

See the machine-readable reconciliation for per-paper fields. The current review cutoff comes from the unified status. This page does not reinstate the retired exhaustive-source cutoff.

Regenerate with: python scripts/reconcile_discovery_implementation.py.