“Agent task generalization ability exceeds Claude's latest model.”

“The new model supports a 're-thinking' mode, which can simultaneously launch 8 'brains' to execute tasks, ensuring comprehensive thinking and reliable decision-making.”

“Experimental results show that our EA4eigCS outperforms EA4eig and is competitive when compared with state-of-the-art algorithms.”

“Compared with the kinetic Langevin sampling algorithm, the proposed algorithm exhibits a higher contraction rate in the asymptotic time regime.”

“EfficientNet-B0 outperformed DenseNet121, achieving an accuracy of 84.6%, F1-score of 0.8899, and MCC of 0.6849.”

“I am stunned at how intelligent it is for a 30b model.”

“the best-single baseline achieves an 82.5% +- 3.3% win rate, dramatically outperforming the best deliberation protocol(13.8% +- 2.6%)”

“These findings strongly support a human-in-the-loop (HITL) workflow in which the on-premise LLM serves as a collaborative tool, not a full replacement.”

“I switched to Codex 5.2 (High Thinking). It fixed all three bugs in one shot.”

“It not only spots rare abnormalities but also recognizes its own uncertainty, making it a powerful support tool for clinicians.”

“Moreover, GLM-4.7 outperforms Claude Sonnet 4.5 on benchmarks.”

“Meet Qira, a personal ambient intelligence system that works across your devices.”

“Falcon-H1R-7B, a 7B parameter reasoning specialized model that matches or exceeds many 14B to 47B reasoning models in math, code and general benchmarks, while staying compact and efficient.”

“"My website is DONE in like 10 minutes vs an hour. is it simply trained more on websites due to Google's training data?"”

“Transfer learning with fine-tuning substantially outperforms CNNs trained from scratch for pediatric pneumonia detection, showing near-perfect accuracy.”

“We introduce CogCanvas, a training-free framework that extracts verbatim-grounded cognitive artifacts (decisions, facts, reminders) from conversation turns and organizes them into a temporal-aware graph for compression-resistant retrieval.”

“We propose the Error Depth Hypothesis: stronger models make fewer but deeper errors that resist self-correction.”

“「安い」のは知っていた。でも本当に面白いのは、従来の専用APIより安くて、下手したら良い結果が得られるという逆転現象だ。”

“とはいえ、「これまで人間や従来の機械学習が担っていた泥臭い領域」を全てLLMで代替できるわけではなく、あくまでタスクによっ...”

“Recently, leveraging the complementary characteristics of SAR and MSI data through a multimodal approach has emerged as a promising strategy for advancing water extent mapping using deep learning models.”

“It Opened Chrome and successfully tested for each student all within 7 minutes.”

“"GPT5.2 cannot deliver any useful result, argues back, wastes your time. GEMINI 3 delivers with no drama like a pro."”

“The article doesn't contain direct quotes, but relies on the information presented in the technical report and the Hacker News discussion.”

“The physical and digital architecture of the global "brain" officially hit a new gear.”

“Bernie Sanders and Ron DeSantis speak out against data center boom. It’s a bad sign for AI industry.”

“The benchmark tweaks familiar riddles. One example is a trolley problem that mentions “five dead people” to see if the model notices the detail or blindly applies a memorized template.”

“Choice Policy significantly outperforms diffusion policies and standard behavior cloning.”

“The paper presents an online variational inference framework to compute its approximation at each time step.”

“Generative classifiers...can avoid this issue by modeling all features, both core and spurious, instead of mainly spurious ones.”

“Standard methods capture the qualitative electride character and many key energetic and structural trends with surprising reliability.”

“ADOPT explicitly models the dependency between each LLM step and the final task outcome, enabling precise text-gradient estimation analogous to computing analytical derivatives.”

“The proposed sampler consistently improves sample quality under the same NFE budget and can be competitive with, and sometimes outperform, state-of-the-art higher-order samplers.”

“The paper claims that the proposed 5G-based ISAC HPR system significantly outperforms current mainstream baseline solutions in HPR performance in typical indoor environments.”

“PRISM addresses the challenge through a learnable tree-based partitioning of the signal.”

“BEDA consistently outperforms strong baselines: on CKBG it improves success rate by at least 5.0 points across backbones and by 20.6 points with GPT-4.1-nano; on Mutual Friends it achieves an average improvement of 9.3 points; and on CaSiNo it achieves the optimal deal relative to all baselines.”

“ArtiSG significantly outperforms baselines in functional element recall and articulation estimation precision.”

“The model achieves 12% median relative error using discovered semantic features from multimodal listing data, substantially outperforming a GPT-5 baseline (38% error).”

“LMG achieves competitive or leading performance, including bulk loading (up to 8.25x faster), point queries (up to 1.49x faster), range queries (up to 4.02x faster than B+Tree), update (up to 1.5x faster on read-write workloads), stability (up to 82.59x lower coefficient of variation), and space usage (up to 1.38x smaller).”

“DTI-GP outperforms state-of-the-art solutions, and it allows (1) the construction of a Bayesian accuracy-confidence enrichment score, (2) rejection schemes for improved enrichment, and (3) estimation and search for top-$K$ selections and ranking with high expected utility.”

“HiGR delivers consistent improvements in both offline evaluations and online deployment. Specifically, it outperforms state-of-the-art methods by over 10% in offline recommendation quality with a 5x inference speedup, while further achieving a 1.22% and 1.73% increase in Average Watch Time and Average Video Views in online A/B tests.”

“The paper introduces a learnable feature embedding for segmentation in Gaussian primitives and a novel 'Embedding-to-Label' process.”

“Sensor-only detection outperforms full fusion by 8.3 percentage points (93.08% vs. 84.79% F1-score), challenging the assumption that additional modalities invariably improve performance.”

“The new model can generate high-quality images with 'zero AI flavor,' with clear details like individual strands of hair, comparable to real photos taken by professional photographers.”

“The Clip Pro earbuds aim to be a personal AI assistant terminal, offering features like music control, information retrieval, and real-time multilingual translation via voice commands.”

“The article quotes the founder, Su Wen, emphasizing the importance of building their own models and the unique approach of AutoCoder.cc, which doesn't provide code directly, focusing instead on deployment.”

“EVOL-SAM3 not only substantially outperforms static baselines but also significantly surpasses fully supervised state-of-the-art methods on the challenging ReasonSeg benchmark in a zero-shot setting.”

“The Q-VWSD model outperforms state-of-the-art classical methods, particularly by effectively leveraging non-specialized glosses from large language models, which further enhances performance.”

“BatteryAgent effectively corrects misclassifications on hard boundary samples, achieving an AUROC of 0.986, which significantly outperforms current state-of-the-art methods.”

“HMP-DRL consistently outperforms other methods, including state-of-the-art approaches, in terms of key metrics of robot navigation: success rate, collision rate, and time to reach the goal.”

“MSched outperforms demand paging by up to 11.05x for scientific and deep learning workloads, and 57.88x for LLM under memory oversubscription.”