New Handoff Method Shows Gains for AI Agent Success and Cost
Preprint: TACIT-SWITCH switches from cheaper to stronger models during multi-step tasks and reports gains in simulations and interactive tests.
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Preprint: TACIT-SWITCH switches from cheaper to stronger models during multi-step tasks and reports gains in simulations and interactive tests.
Preprint reports a 22.28% pair F1 on A-PAIR, ahead of the strongest listed baseline, while only 12.54% of test samples met the paired-hit threshold.
Preprint: NeuroStat combines token-level signals with semantic representations, but its tests remain limited to English benchmark data.
The paper reports 93.5% F1 on an expert-annotated ERP evaluation, 94% less communication than FedAvg, and near-random success in tested privacy attacks.
The study found very high window-level accuracy, but random overlapping windows and participant-mixed testing leave performance on unseen people unanswered.
A citywide analysis found higher daily visits and admissions from 2015 to 2019, but its observational design cannot establish that VOCs caused either condition.
In 1,736 adults without known coronary artery disease, texture features added information beyond total abdominal-fat area and varied by sex and fat depot.
A Japanese health-record study found lower rates with esaxerenone, but its observational design cannot show that one drug caused the difference.
The retrospective evaluation found strong internal performance and attention aligned with physician-marked regions, but it did not test clinical benefit.
A study linked blood flow and shear wave measures to past enlargement in 51 ACR TI-RADS 5 nodules measuring 10 millimeters or less.
A review of nine studies found many rare variants, but evidence linking them to familial Ménière’s disease remains provisional.
A retrospective study of 30 women reported airway and swallowing improvement, but had no separate comparison group and did not report follow-up duration.
A model tested in 6,158 people previously infected with Schistosoma japonicum outperformed standard scores, but it still lacks testing outside one Chinese province.
A randomized study of 135 adults found lower anxiety with pink noise and lower pain with both noise types, but gave no effect sizes or confidence intervals.
A peer-reviewed Open Access brief report found 14 antigen-positive dogs after heat-based serum treatment, compared with four before it, while qPCR detected no microfilariae DNA.
A study of 56 patients with esophagogastric varices linked more rebleeding and less remission to more severe vascular abnormalities.
A retrospective study found that recurrence or new disease was detected in 4.8% of all 2,604 survivors after transition to primary care.
A statewide registry analysis found the association across seven analytical approaches, but its observational design does not show that early adopters caused colleagues to hold back.
A retrospective study of 24 patients with skeletal Class III malocclusion found different incisor and molar movement patterns, but it did not establish that aligners were superior.
A review of 17 studies reports inflammatory signals beyond the period around birth and highlights possible treatment targets, while samples and biomarkers varied across the evidence.