Preprint reports faster LLM decoding with high-bandwidth flash
A trace-driven simulation reported higher per-GPU decode throughput, lower modeled energy and fewer GPU packages than baseline designs, but no hardware test was reported.
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Students Report More Weekly AI Use Than Faculty and Administrative Staff
Preprint: A survey at one large university specializing in teacher education found that most respondents reported some AI use, but weekly use was much more common among students.
A Lightweight Adapter Shows Uneven Results in Five Pruned Language Models
Preprint: In descriptive tests, SHIFT-LLM had higher average accuracy than pruned-only models in most reported model-criterion comparisons, but results varied by model and layer-selection strategy.
Edge Skillguard reports zero wrongful actuation at a software boundary
Preprint: A workshop concept paper reports 0/60 wrongful actuation and 60/60 benign success at an adapter boundary; device adapters were not triggered.
Neutrino model maps JUNO damping to an ALP coupling scale
Preprint analysis finds an energy-independent dephasing pattern, but the mapped 90% limit is inherited from a reference model.
Ideal Force Kicks May Save Work in Rapid Inertial Models
A preprint reports a short-time advantage for kicked protocols, with exceptions in some quantum dynamics and at longer durations.
Five AI Models Form a Statistical Tie on Mental-Health Benchmark
Preprint: A clinician-reviewed set of 610 HealthBench conversations found no statistically clear winner among five top-scoring models, while two models showed reproducible empty refusals.
Dutch study reports lower right-wing voting with more immigrant exposure
Preprint analysis finds the association was more negative in dense areas, while low-density regions and poorer high-exposure neighbourhoods showed different patterns.
Raman study finds pressure-linked changes in Na2Co2TeO6
Preprint: Spectral features and polarization patterns changed across pressure ranges, with the strongest proposed transition markers above 13.8 GPa.
Preprint reports a possible η′ mass shift inside carbon nuclei
The low-momentum excess persisted across several fits, but the quoted reduction depends on a density model.
Parker Solar Probe filter lifts signal-to-noise for Jupiter radio data
A preprint reports cleaner archival spectra, independent polarization agreement and a near-predicted timing match, but says its screen is not a definitive detector.
Preprint finds sharp three-step cover for 2-colored complete bipartite graphs
Preprint: Every 2-colored complete bipartite graph can be covered by two monochromatic subgraphs, each with diameter at most three.
New dataset tests whether AI can diagnose through conversation
Preprint: MTDiag combines synthetic cases, hospital records and case reports, but does not yet compare model performance.
Memory-augmented decoder leads when neural data are scarce
Preprint tests found VN-SST ahead of a Transformer on three public neural recordings, with the widest gap under limited training data.
Preprint finds matrix factorization counts grow much faster for zero targets
This arXiv preprint gives a full asymptotic for fixed nonzero-determinant targets in dimensions 2 and above, a uniform upper bound, and a separate formula for the zero matrix.
Model spots car groups and unusual cases despite missing data
Preprint: A statistical framework combines clustering, regression and missing-data treatment in an Automobile dataset analysis.
Mathematical test links positivity to oscillator-semigroup operators
Preprint: A proof in the complexified Schrödinger representation finds an exact link between a matrix property and bounded intertwiners.
Preprint study reports charm ratios vary with jets and event activity
Using Pythia simulations and selected ALICE measurements at 13 TeV, the authors report different baryon and meson patterns under jet and event-activity selections.
Sentence-level scores may make language-model comparisons fairer
A preprint analysis finds Sentence NLL is less tied to surface text counts, but the metric is not a perfect measure of model quality.
Alkali-intercalated WTe2 shows a new structure and narrow gaps
Preprint: Potassium, rubidium and cesium versions showed wider spaces between WTe2 layers, while transport testing focused on the rubidium phase.