Geometry changes how much softmax attention can be compressed
Preprint: A mathematical study reports different worst-case temperature laws for spherical and full-ball attention and checks the framework on 84 BERT-base heads.
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Preprint: A mathematical study reports different worst-case temperature laws for spherical and full-ball attention and checks the framework on 84 BERT-base heads.
An arXiv preprint dated 28 Aug 2026 reports an all-order proof that removes an assumption used in an earlier argument.
A preprint study found that a full-night model using minute-level overnight signals showed modest ability to rank next-day agitation in a 65-patient hospital cohort.
This preprint reports a 10,198-question benchmark with a sharp gap between easy and hard items, while selective retrieval showed only a small gain on held-out questions.
Preprint: In a randomized study of 50 people, a robotic arm that shared fewer personal details was linked to more human disclosure and stronger teamwork ratings.
A preprint simulation study reports a pressure-dependent crossover from quadratic attenuation to scattering-dominated sound loss.
Preprint: An arXiv study reports repeatable FPGA-GPP allocations and speedups of up to 92.53 times across two workloads on an AMD ZCU104 platform.
This preprint reports a smartphone-image benchmark and public web app, while its evidence remains limited to one dataset and a fixed test split.
Preprint: A simulated benchmark reported more than fivefold speed gains on a GPU and a 167 MB memory footprint after compilation.
Preprint paper describes CrabOS as a four-layer system designed to let people and AI continue the same task through shared, auditable objects.
Preprint: A proof-of-concept study found the quantum system outperformed three classical generators on synthetic patient data.
Preprint analysis suggests self-normalized random matrices move between Poisson and Gaussian limits as tail behavior changes.
Preprint: A four-level hybrid robot cleared all 30 bins tested with three automotive parts, while grasp success differed by baseline and initialization.
Preprint calculations add higher-order detail to inclusive B-decay predictions, but the semileptonic result remains preliminary.
A preprint reports that dynamic sensor and time-frequency allocation outperformed equal sharing when capacity was tight, but matched it when capacity was high.
Preprint: A proof-based study of real Cayley-Dickson algebras constructs a six-cycle, a linked double hexagon and conditional subalgebra results.
An arXiv preprint reports a bipolar SiO jet in SMA3, with speeds near 80 km/s and signs of disk-wind structure.
Preprint: Embeddings from Reactome titles and descriptions matched the database's broad topology, while individual biological links remain unverified.
Preprint: A distributed controller jointly plans inputs and a common feasible equilibrium, but its guarantees depend on exact optimization and stated assumptions.
An arXiv preprint finds that some open-weight models match early human anchors, while later behavior and incentive responses often diverge.