arXiv:2510.01020v1 Announce Type: cross Abstract: We study the problem of sequentially testing individuals for a binary disease outcome whose true risk is governed by an unknown logistic model. At each round, a patient arrives with feature vector $x_t$, and the…
arXiv:2510.00073v1 Announce Type: new Abstract: Motivated by the need to efficiently identify multiple candidates in high trial-and-error cost tasks such as drug discovery, we propose a near-optimal algorithm to identify all {epsilon}-best arms (i.e., those at most {epsilon} worse than…
“The key discriminator is, does this make a difference in the moment it’s needed?”
We introduce TASER (Translation Assessment via Systematic Evaluation and Reasoning), a metric that uses Large Reasoning Models (LRMs) for automated translation quality assessment. TASER harnesses the explicit reasoning capabilities of LRMs to conduct systematic, step-by-step evaluation of translation quality. We…
Deep learning models excel in stationary data but struggle in non-stationary environments due to a phenomenon known as loss of plasticity (LoP), the degradation of their ability to learn in the future. This work presents a first-principles investigation of LoP…
Large Language Models (LLMs) demonstrate impressive mathematical reasoning abilities, but their solutions frequently contain errors that cannot be automatically verified. Formal theorem proving systems such as Lean 4 offer automated verification with complete accuracy, motivating recent efforts to build specialized…
The Trump administration has put up banners across federal websites blaming Democrats for the government shutdown, and in some cases, blatantly campaigning for President Donald Trump. One banner on the US Department of Agriculture’s site says, “The Radical Left Democrats…
Apple is speeding up work on smart glasses that would compete with similar offerings from Meta and halting plans for a lighter Vision Pro headset, Bloomberg reports. The company is apparently working on at least two different versions: a pair…
New analysis of basketball players and games is coming to NBA fans live and online this 2025–2026 season thanks to Amazon Web Services’ AI and some seriously detailed movement tracking. The new stats come as part of the rollout of…
