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Recursive: agent-produced routing, normalization-fusion and paged-attention kernels

Reported result · significance if the exact claim is established

If verified · conditional significanceClaim scope and evidenceReported result · not independently verified.
If verified · reference score9,000Editorial revision range 3,000–25,000. Not a statistical interval. Included in rankings as an unverified reported result; excluded from achieved-science progress totals.

Provisional assessment of the stated contribution scope. Scientific evidence and contributor attribution are separate.

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What is claimed?

Released generated kernel implementations including packed score/index expert routing, absorption of a normalization affine into subsequent linear weights, and a last-arriving-block reduction for paged attention. Reported result; not independently verified by WRS. Ranked using a provisional grade and reference estimate for the exact claimed result.

Scientific scope

Only 10 of 235 claimed benchmark implementations are public. Broad aggregate results depend on unreleased code and have not been independently reconstructed by WRS. Fixed-workload tolerance, shape and synchronization assumptions do not establish all-input or multi-stream correctness.

Evidence state

The source reports this result. WRS has not independently reconstructed the complete argument or validated the reported evidence. The grade and score here express conditional significance; they do not certify correctness. The provisional value enters the main reference rankings with an unverified label, but not achieved-science progress totals.

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