“I’m planning to deploy a novel hydrogen production system in 2026 and instrument it extensively to test whether hard-constrained PINNs can optimize complex, nonlinear industrial processes in closed-loop control.”

“The article URL is not available in the prompt.”

“Our approach relies on a unified formulation of the distance from a point to a hyperplane on the considered spaces.”

“AI NAS则以“存储模块+AI算力模块+智能调度模块”为核心，形成“存算一体”闭环。”

“AdaGReS introduces a closed-form, instance-adaptive calibration of the relevance-redundancy trade-off parameter to eliminate manual tuning and adapt to candidate-pool statistics and budget limits.”

“ShowUI-$π$ achieves 26.98 with only 450M parameters, underscoring both the difficulty of the task and the effectiveness of our approach.”

“The paper derives closed-form Cram'er--Rao bounds (CRBs) for joint estimation of target position, velocity, and radar cross-section (RCS).”

“Neural operators are a powerful novel tool for high-performance control when hidden low-dimensional structure can be exploited, yet they remain fundamentally constrained by the intrinsic dimensional complexity in more challenging settings.”

“ASUS officially announced a price increase for its products, citing rising DRAM and SSD prices. According to ASUS's latest official statement, the company will increase the prices of some products starting January 5th, due to the rising costs of DRAM and storage driven by artificial intelligence demand. Although ASUS has not yet disclosed the specific increase, this move is similar to Dell's, which previously announced a price increase of up to 30%.”

“The paper computes operator entanglement in closed form and shows that, for Haar-uniform product inputs, their entangling power is fully determined by the latter.”

“The paper shows that its restricted holonomy group is SU(2), implying universal single-qubit control by closed loops in shape space.”

“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.”

“An acyclic mcp graph is amenable if and only if a.e. component has at most two nonvanishing ends, while it is nowhere amenable exactly when a.e. component has a nonempty perfect (closed) set of nonvanishing ends.”

“CREPES-X achieves RMSE of 0.073m and 1.817° in real-world datasets, demonstrating robustness to up to 90% bearing outliers.”

“The paper derives closed-form BF structures and develops an efficient first-order algorithm to achieve high-quality local solutions.”

“The paper argues that in the same-helicity sector the $R^2$ operators have no intrinsic meaning, as they merely remove unwanted terms produced by the linear-in-Riemann operators.”

“Closed-form formulas for electron current and HHG spectra are presented. Based on the developed theory, we provide an analytic explanation for key features of HHG yield and show that the interband mechanism of HHG prevails over the intraband one.”

“Dynamic multipliers can be used to guarantee the closed-loop power gain to be bounded and quantifiable.”

“The analysis reveals how tracking error in the attitude loop influences the position loop, how model uncertainties affect the closed-loop system, and the practical pitfalls of the control architecture.”

“Observational upper limits on the mass enclosed in central galactic regions can probe both attractive and repulsive self-interactions with strengths $λ\sim \pm 10^{-96} - 10^{-95}$.”

“The Dermatology Assessment Schema (DAS) is a novel expert-developed framework that systematically captures clinically meaningful dermatological features in a structured and standardized form.”

“The paper proves the existence of an optimal closed-loop policy for the original MFTG when the state spaces are at most countable and the action spaces are general Polish spaces.”

“DiffThinker significantly outperforms leading closed source models including GPT-5 (+314.2%) and Gemini-3-Flash (+111.6%), as well as the fine-tuned Qwen3-VL-32B baseline (+39.0%), highlighting generative multimodal reasoning as a promising approach for vision-centric reasoning.”

“The novelty of this work is two-fold: extending the catalogue of known optimal RMRAs and formulating a sub-optimal RMRA that abides by CFEs.”

“The paper identifies quantum geometric bounds for observables in non-Hermitian systems and showcases these findings in topological systems with non-Hermitian Chern numbers.”

“The inverse of this intersection number is precisely the AdS double-copy kernel for the four-point open- and closed-string generating functions.”

“The output intensity in such systems include Beer-Lambert absorption, a scattering term and loop phase dependent interference term with optical depth controlling visibility.”

“InfTool transforms a base 32B model from 19.8% to 70.9% accuracy (+258%), surpassing models 10x larger and rivaling Claude-Opus, and entirely from synthetic data without human annotation.”

“”

“"Many researchers are using Qwen because it is currently the best open-source large model."”

“The paper highlights the scaling hypothesis for loop-length distributions, the emergence of critical exponents $τ=15/7$, $d_f=7/4$, and $σ=3/7$ in several universality classes.”

“The Dense Gradient admits a closed-form logit-level formula, enabling efficient GPU implementation.”

“The paper demonstrates the ability to control the catheter in an open loop to perform complex trajectories with real-time computational efficiency, paving the way for accurate closed-loop control.”

“The paper derives SINR expressions and a closed-form uplink SE expression, and proposes an alternating-optimization framework to select FA port configurations that maximize the uplink sum SE.”

“The paper derives a closed-form expression for the system reliability of a 1-out-of-n cold standby redundant system.”

“Which one of these works the best in production: 1. bge m3 2. embeddinggemma-300m 3. qwen3-embedding-0.6b”

“ColaVLA achieves state-of-the-art performance in both open-loop and closed-loop settings with favorable efficiency and robustness.”

“The input is a bit unusual - it's not a fixed-size image or sequence. Each sample has 105 nodes with 8 features per node (coordinates, material properties, derived physical quantities), and I need to predict 105 displacement values.”

“Closed, censored models build a logical echo chamber that hides critical connections. An uncensored “Pachinko” model introduces stochastic resonance, letting the AI surface those hidden links and keep us honest.”

“OpenAI is reportedly still working on baking in ads into ChatGPT's results despite Altman's 'Code Red' earlier this month.”

“CoAgent significantly improves coherence, visual consistency, and narrative quality in long-form video generation.”

“AI indeed amplifies the advantages of walled gardens, but it also brings opportunities.”

“The paper develops a tractable inferential framework that avoids label enumeration and direct simulation of the latent state, exploiting a duality between the diffusion and a pure-death process on partitions.”

“既存のLLMが「答えてはいけない状態でも答えてしまう」問題を、構造的に「不能（Fail-Closed）」として扱うための設計原理を...”

“The paper proposes statistical channel state information (sCSI)-based optimization of satellite clustering, beam selection, and transmit precoding, using a sum-rate upper-bound approximation.”

“”

“Even state-of-the-art closed-source LVLMs exhibit significant deficiencies in recognizing and respecting the copyrighted content, even when presented with the copyright notice.”

“The system covers 17 behavior classes, including multiple phone-use modes, eating/drinking, smoking, reaching behind, gaze/attention shifts, passenger interaction, grooming, control-panel interaction, yawning, and eyes-closed sleep.”

“The result for the circular velocity at the solar position is $V_c(R_0) = 236.8 \pm 0.8\ \mathrm{km\,s^{-1}}$, which is in good agreement with previous measurements.”

“DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models”