Specialty
A preprint examining French and Egyptian Arabic movie dialogue finds that six AI systems align more closely with humans on visible social cues than on subtle power relationships, while multimodal results are limited by incomplete coverage.
Scientific publication4 min read
The model with the highest pooled scores retained minute-level overnight patterns, but the small hospital sample and limited calibration do not support individual care use.
Scientific publication4 min read
The paper presents CrabOS as an operating-system approach to human-AI handoffs, using shared text objects and common capability controls, but reports architecture and case studies rather than measured evidence of better results.
Scientific publication4 min read
A text-only reconstruction of Reactome preserved its large-scale network pattern, but the study measured graph similarity rather than biological correctness.
Scientific publication3 min read
The preprint reports perfect syntax across the tested settings, while task-accuracy scores for SQL and linear temporal logic remained uneven.
Scientific publication4 min read
A benchmark study found the largest routing gap when user-profile details changed which skill best matched a task, while profile-insensitive cases stayed similar.
Scientific publication3 min read
A preprint reports stronger image-quality results from Flow Matching than diffusion on sparse-view chest CT, with FlowDPS leading the reconstruction comparison.
Scientific publication4 min read
A diagnose-then-correct system called DoCtOR reported higher success rates on HotPotQA, ChartQAPro and Mind2Web. Its attribution model was less accurate on held-out failures, and open-ended, multilingual and larger-team settings were not tested.
Scientific publication4 min read
A buffered sample-selection method called RECAST reported lower blood-pressure estimation error than TTC and no adaptation on PulseDB and MC-MED. The results came from simulated streaming benchmarks, with extra but sub-second latency and no prospective clinical evaluation reported.
Scientific publication5 min read
A methods preprint compares three real-valued position encodings, finding similar classification averages and an exact, faster algebraic shift for its Sinusoid variant.
Scientific publication4 min read
GRACE, a gradient-guided method for selecting compact forget and retain sets, reported higher forget-sample retrieval accuracy than RASLIK and the highest model utility in six of eight algorithm-model combinations, while forget-quality scores varied little across selectors.
Scientific publication4 min read
A randomized experiment found that list position still shaped which hotels AI agents inspected, but much less than in a human benchmark; effects on final booking varied by model and were no longer statistically significant at the highest tested reasoning effort.
Scientific publication4 min read
A preprint reports higher separation between marked content and instructions in frozen-model tests, with utility nearly unchanged and copied passages remaining highly similar.
Scientific publication3 min read
A computational preprint reports sharply lower code and math scores in targeted MLP-neuron suppression tests, while several non-target benchmarks retained much higher scores.
Scientific publication5 min read
ProgRouter reported strong task and citation results while tracking operating-cost budgets, GPU energy use, and execution time across four benchmark streams.
Scientific publication3 min read
A study of 536 failed web-task runs found that whole-trajectory reruns often produced different outcomes without showing that the recorded failure mechanism had been corrected.
Scientific publication4 min read
A computational evaluation reports that HarnessLens improved average held-out performance by 7.6% to 13.6% across three agent harnesses and four benchmarks, while using a smaller configured interaction budget than the baselines.
Scientific publication5 min read
A preprint reports that KLOD can update targeted facts inside language models while keeping edit success near 100 percent in benchmark tests, although broader generalization and preservation of unrelated predictions remain in tension.
Scientific publication5 min read
A training method for autoregressive spiking language models improved reported benchmark averages over matched knowledge-distillation checkpoints and stayed non-collapsed in a 10-seed stress test. The work remains an early computational evaluation, with no hardware measurements or evidence about human language performance.
Scientific publication5 min read
A preprint describes an offline model-based reinforcement-learning framework for cost-sensitive incentive allocation. It reports higher net profit in offline and online comparisons, while diagnostics show weaker evaluation under policy drift.
Scientific publication4 min read
A score learned from ICU trajectories distinguished survivors from non-survivors across four baseline-severity groups, yet its patient-level behavior varied between two hospital systems.
Scientific publication4 min read
A preprint reports that MAIL, an automated literature-based system for generating chemistry hypotheses, posted the strongest listed overlap scores on the 51-paper TOMATO-Chem benchmark. The result shows reference-idea recovery, not demonstrated chemical discovery.
Scientific publication4 min read
AGENT-O found papers reported evaluation more fully than system architecture, governance and reproducibility in a 279-record assessment.
Scientific publication4 min read
A live edge testbed evaluation recorded zero wrongful actuation and complete benign success for the full Edge Skillguard policy, with the outcome measured at the software handoff to device adapters.
Scientific publication3 min read
A preprint reports higher MO-IKE results than comparison methods in several frozen-model benchmarks. Results vary by benchmark, with retention remaining weaker than other measures in key tests.
Scientific publication3 min read
On the benchmark, Grok-4.2 led with 33.7% final-answer accuracy, while the study's small student comparison reached 48.5%.
Scientific publication4 min read
Claude Opus 4.8 led a benchmark of open-ended crash discovery, while no crash was triggered by any of the three models in 13 challenges.
Scientific publication3 min read
A computational preprint tested one internal direction across five language models, reporting a wide range of tool-call rates, transfer to held-out tools and a live-search cost-accuracy trade-off.
Scientific publication4 min read
A seven-design evaluation found that DEVICES was more accurate than two one-shot prompting baselines and used an 8.6-fold smaller input context, but it tested only documentation-level compatibility.
Scientific publication3 min read
A retrospective registry evaluation found that a hierarchical model combining lobe-aware CT analysis with selected EHR groups reached a mean AUC of 0.8750, slightly above imaging-only REN, but the difference was not statistically significant.
MICCAI Machine Learning in Medical Imaging (MLMI 2026)5 min read
A modeling study of five signalized intersections found that pooled training produced lower 10-second trajectory errors than site-specific models at every site. Performance was less consistent at shorter horizons, and fine-tuning helped some held-out sites but not all.
Scientific publication5 min read
A benchmark of 13 frontier AI models found partial success on prescribed computational-biology workflows, with performance lower on the deepest analyses and largest raw-data tasks.
Scientific publication4 min read
A preprint introduces a benchmark that tests financial language models on distinct review operations and on decisions about when to request more evidence.
Scientific publication4 min read
An arXiv preprint reports a gap between retaining required values and placing them correctly in complex JSON and tables, then tests a reward aimed at structural placement.
Scientific publication4 min read
An AI coding benchmark linked stripped-down task specifications and thinking effort to different costs, while a low-cost probe was linked to better estimates for a held-out task.
Scientific publication4 min read
A controlled 2D benchmark found that multimodal agents made most reconstruction gains early, often lost accuracy later, and remained well below a data-policy reference.
Scientific publication4 min read
A preprint describes an open simulator for beyond-visual-range air combat that supports mixed aircraft, high-throughput testing and standard multi-agent interfaces. Its reported evidence comes from simulated benchmarks, aggregate policy-transfer results and a limited module-level missile case, not operational testing.
Scientific publication4 min read
A computational preprint compared reinforcement-learning designs for language-model auditors. One calibrated pairwise checkpoint scored above an untrained baseline on the reported benchmark measures, but results varied by reward strategy and a concerningness-focused run paired a higher production-discovery score with sharply lower false-positive calibration.
Scientific publication4 min read
PonsRAG links character and plot evidence through a separate bridge layer and led the study's reported single-step and multi-step multiple-choice comparisons.
Scientific publication4 min read
An arXiv preprint reports that CaSKG recorded higher benchmark scores and fewer mean environment steps than Graph-of-Skills across six language-model backbones.
Scientific publication3 min read