“The new Ryzen AI Max+ 392 has popped up on Geekbench with a single-core score of 2,917 points and a multi-core score of 18,071 points, posting impressive results across the board that match high-end desktop SKUs.”

“Experiments on a real-world image classification dataset demonstrate that EGT achieves up to 98.97% overall accuracy (matching baseline performance) with a 1.97x inference speedup through early exits, while improving attention consistency by up to 18.5% compared to baseline models.”

“Overall, the findings demonstrate that carefully designed prompt-based strategies provide an effective and resource-efficient pathway to improving open-domain dialogue quality in SLMs.”

“時代の限界: HBM（広帯域メモリ）の高騰や電力問題など、「力任せのAI」は限界を迎えつつある。”

“i keep seeing articles about how ai uses tons of water and how that’s a huge environmental issue...but like… don’t netflix, youtube, tiktok etc all rely on massive data centers too? and those have been running nonstop for years with autoplay, 4k, endless scrolling and yet i didn't even come across a single post or article about water usage in that context...i honestly don’t know much about this stuff, it just feels weird that ai gets so much backlash for water usage while streaming doesn’t really get mentioned in the same way..”

“The article itself doesn't contain direct quotes, but it reports on claims of performance and investment plans.”

“Experiments show reduced width tracking error, mitigated corner defects, and lower surface roughness, achieving surface quality at 3600 mm/min comparable to conventional printing at 1600 mm/min, effectively doubling production speed while maintaining print quality.”

“The paper demonstrates that certain combinations of loss functions and tone mapping functions can reduce the effect of outliers while introducing minimal bias.”

“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.”

“LSRE attains semantic risk detection accuracy comparable to a large VLM baseline, while providing substantially earlier hazard anticipation and maintaining low computational latency.”

“HeteroHBA consistently achieves higher attack success than prior backdoor baselines with comparable or smaller impact on clean accuracy.”

“RLMs successfully handle inputs up to two orders of magnitude beyond model context windows and, even for shorter prompts, dramatically outperform the quality of base LLMs and common long-context scaffolds.”

“The proposed method substantially improves power when p-values are conservative, while achieving comparable performance to existing methods when p-values are exact.”

“The simulations produce strong upper-chromospheric heating, multiple shock fronts, and continuum enhancements up to a factor of 2.5 relative to pre-flare levels, comparable to continuum enhancements observed during strong X-class white-light flares.”

“The paper proposes a novel sparse-penalization framework for high-dimensional Pconf classification.”

“Molecular dynamics simulations of 5 keV cascades predict enhanced peak defect production and recombination relative to a widely used empirical potential, indicating different cascade evolution.”

“TRL achieves excellent calibration, matching or exceeding the reliability of Deep Ensembles (in terms of ECE) while requiring only a fraction (1/5) of the training cost.”

“The best design features stationary thick end plates, a chord-to-radius ratio of 0.65, and a large pitching amplitude of 40 degrees. It achieves a hovering efficiency of 0.72 with a blade aspect ratio of 3, which is comparable to that of helicopters.”

“The resulting tracking performance, evaluated on the Open Data Detector, is comparable with the full simulation.”

“The model achieves comparable performance with less than 5% of the task-specific data required by dedicated expert models.”

“LEWM more accurately predicts emotion-driven social behaviors while maintaining comparable performance to general world models on basic tasks.”

“Hydrogen concentration gets localized in the colder region of the body (Soret effect).”

“TTT-E2E scales with context length in the same way as Transformer with full attention, while others, such as Mamba 2 and Gated DeltaNet, do not. However, similar to RNNs, TTT-E2E has constant inference latency regardless of context length, making it 2.7 times faster than full attention for 128K context.”

“FRoD matches full model fine-tuning in accuracy, while using only 1.72% of trainable parameters under identical training budgets.”

“FedORA formulates the removal of certain samples or labels as a constrained optimization problem solved using a primal-dual framework.”

“The proposed architecture reduces the number of parameters by up to 19%, training time by 9.9%, and inference time by 8.0%, while maintaining comparable performance to the baseline model.”

“UniReg exhibits robust cross-domain and multi-modal performance comparable to optimization-based methods.”

“EASD incorporates a dynamic entropy-based penalty. When both models exhibit high entropy with substantial overlap among their top-N predictions, the corresponding token is rejected and re-sampled by the target LLM.”

“The findings demonstrate that a carefully configured on-premises setup with emerging consumer hardware and a quantized open-source model can achieve performance comparable to cloud-based services, offering SMBs a viable pathway to deploy powerful LLMs without prohibitive costs or privacy compromises.”

“"I can’t figure out what all of the hype about Gemini is over chat gpt is. I would like some one to explain in a quantifiable sense why they think Gemini is better."”

“Precision measurements of resonance masses at colliders provide sensitivity to LIV at the level of $10^{-9}$, comparable to bounds derived from cosmic rays.”

“The goal here is methodology validation: making the growth event comparable, checking correctness parity, and measuring whether preserving optimizer state across resizing has a visible effect.”

“The IRL-based approach achieves approximately the same performance as the conventional SDRE method, demonstrating its capability as a reliable alternative for nonlinear system control that does not require an explicit environmental model.”

“The library provides a deployable tool for teaching quantum mechanics and preliminary exploration of tunneling dynamics.”

“SR-MCR improves both answer accuracy and reasoning coherence across a broad set of visual benchmarks; among open-source models of comparable size, SR-MCR-7B achieves state-of-the-art performance with an average accuracy of 81.4%.”

“The effectiveness of sparse subnetworks depends more on how much sparsity is applied in each layer than on the exact weights included in the subnetwork.”

“Mapping the trajectory of the learnt Gaussians onto the image plane gives zero-shot tracking performance comparable to state-of-the-art.”

“The paper argues for an eojeol based constituency representation, with morphological segmentation and fine grained part of speech information encoded in a separate, non constituent layer.”

“Experiments demonstrate that with minimal annotations, our paradigm enables downstream models to achieve performance comparable to, or even surpassing, their fully supervised counterparts.”

“The proposed BS-dependent data association model constitutes a principled approach for classifying features by arbitrary properties, such as reflection order or feature type (scatterers versus walls).”

“Mify-Coder achieves comparable accuracy and safety while significantly outperforming much larger baseline models on standard coding and function-calling benchmarks.”

“The results...show that this tailored workflow achieves financial performance on par with classical methods while delivering a broader set of high-quality investment strategies.”

“The proposed method matches or surpasses fine-tuned models on target words, improves general performance by about 5 BLEU, and mitigates catastrophic forgetting.”

“CrownGen surpasses state-of-the-art models in geometric fidelity and significantly reduces active design time.”

“We demonstrate that dynamic routing performs better than static averaging of schemes and achieves performance competitive with the MHA baseline while offering potential for conditional compute efficiency.”

“By concentrating adversarial perturbations on these positions, we achieve semantic degradation comparable to global methods while using substantially smaller budgets. More importantly, across multiple representative VLMs, such selective attacks convert 35-49% of benign outputs into harmful ones, exposing a more critical safety risk.”

“The method is linear by construction, each time step requires only one linear solve. Across the benchmark suite, this reduces wall-clock time by $2$--$4\times$ relative to fully implicit nonlinear formulations while maintaining comparable accuracy.”

“The Modified TSception achieves a comparable accuracy of 83.46% (vs. 83.15% for the original) on the SEED-VIG dataset, but with a substantially reduced confidence interval (0.24 vs. 0.36), signifying a marked improvement in performance stability.”

“We find that large language models approach expert levels of perceived pedagogical quality on average but exhibit systematic differences in their instructional and linguistic profiles.”

“our weakly self-supervised approach demonstrates remarkable efficiency with just 10% o”