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

“Gemini API を本番運用していると、こんな要件に必ず当たります。”

“Connect any LLM to your internal knowledge sources (Search Engines, Drive, Calendar, Notion and 15+ other connectors) and chat with it in real time alongside your team.”

“As AI factories scale, the next generation of enterprise AI depends on infrastructure that can efficiently manage data, secure every stage of the pipeline and accelerate the core services that move, protect and process information alongside AI workloads.”

“Leveraging the LLM-as-a-judge paradigm, Pat-DEVAL introduces Chain-of-Legal-Thought (CoLT), a legally-constrained reasoning mechanism that enforces sequential patent-law-specific analysis.”

“Our estimator can be trained without computing the autocovariance kernels and it can be parallelized to provide the estimates much faster than existing approaches.”

“The authors' method enables simulations of bosonic quantum mixtures with substantially larger bond dimensions than previous works.”

“DMSAEs run an iterative distillation cycle: train a Matryoshka SAE with a shared core, use gradient X activation to measure each feature's contribution to next-token loss in the most nested reconstruction, and keep only the smallest subset that explains a fixed fraction of the attribution.”

“The framework combines hierarchical deformation planning with neural tracking, ensuring reliable performance in both global deformation synthesis and local deformation tracking.”

“The paper derives fundamental estimation limits for a wide-band near-field sensing systems employing orthogonal frequency-division multiplexing signaling over a coherent processing interval.”

“The method effectively suppresses spectral pollution and resolves closely spaced spectral components.”

“The study employs cross-spectral analysis techniques to characterize the coherent dynamics of the flow, providing insight into the influence of geometry on unsteady swirl dynamics.”

“The framework reduces runtime from 84 to 48 hr on the same CPU platform and to 7 hr on an NVIDIA A100 GPU, while producing results consistent with those from the original pipeline.”

“The paper provides the first convergence guarantee for Optimistic Multiplicative Weights Update (OMWU) in NLHF, showing that it achieves last-iterate linear convergence after a burn-in phase whenever an NE with full support exists.”

“The paper provides an analytical expression of the Lyapounov as a function of energy in the presence of both diagonal and off-diagonal disorder.”

“The paper introduces a continuation-based learning framework that combines simplified model pretraining and model homotopy transfer to efficiently generate and refine complex dynamic behaviors.”

“gg-Mix assumes only independence between the normal means and variances, without imposing any structural restrictions on their distributions.”

“The study demonstrates the feasibility of anatomically realistic $μ$FE simulations at this scale, with models containing over $8\times10^{8}$ DOFs.”

“UniAct achieves a 19% improvement in the success rate of zero-shot tracking of imperfect reference motions.”

“MedKGI improves dialogue efficiency by 30% on average while maintaining state-of-the-art accuracy.”

“The paper presents an activation-steering framework for MDLMs that computes layer-wise steering vectors from a single forward pass using contrastive examples, without simulating the denoising trajectory.”

“The paper validates the numerical approaches by successfully reproducing standard vacuum test cases and achieving long-term stable evolutions of stationary black holes, including Kerr black holes with extreme spin.”

“MF-RSVLM achieves state-of-the-art or highly competitive performance across remote sensing classification, image captioning, and VQA tasks.”

“The experts prefer plans generated by our finetuned Qwen3-30B-A3B model over the initial model for 70% of research goals, and approve 84% of the automatically extracted goal-specific grading rubrics.”

“The Omnès matrix developed here provides a reliable dispersive input for form-factor calculations and resonance studies in the tensor-meson sector.”

“The paper derives WKB connection formulas that relate Kerr quasinormal frequencies to grey-body transmission coefficients.”

“The paper introduces the HL-index, a compact vertex-to-hyperedge index tailored for the max-reachability problem.”

“The novel approach, as it is suggested, provides improvement in quantitative metrics, but is not consistent.”

“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.”

“TYTAN achieves ~2 times performance improvement, with ~56% power reduction and ~35 times lower area compared to the baseline open-source NVIDIA Deep Learning Accelerator (NVDLA) implementation.”

“ASG-SI reframes agentic self-improvement as accumulation of verifiable, reusable capabilities, offering a practical path toward reproducible evaluation and operational governance of self-improving AI agents.”

“The method recovers coherent signals and reaches the instrumental precision limit of ~30 cm/s.”

“The proposed model achieves convergence on large test systems (e.g., IEEE 118 bus) in seconds and is validated against exact AC solutions.”

“The EA-Star algorithm focuses on computing the shortest route for promising POI visit sequences.”

“The optimal code capacity of the checkerboard code is $p_{th} \simeq 0.108(2)$, the highest among known three-dimensional codes.”

“The paper proposes a unified pipeline for automated and scalable synthesis of simulated environments associated with high-difficulty but easily verifiable tasks; and an environment level RL algorithm that not only effectively mitigates user instability but also performs advantage estimation at the environment level, thereby improving training efficiency and stability.”

“We start by initializing and inspecting the GraphBit runtime, then define a realistic customer-support ticket domain with typed data structures and deterministic, offline-executable tools.”

“Reasoning traces in non-Latin scripts show at least twice as much misalignment between their reasoning and conclusions than those in Latin scripts.”

“The library's capabilities are validated across four canonical physical regimes: dispersive linear wave propagation, static topological kink preservation in phi-fourth theory, integrable breather dynamics in the sine-Gordon model, and non-integrable kink-antikink collisions.”

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

“The analytical method provides sufficient accuracy for most tethered UAV applications with minimal computational cost, while the numerical method offers higher flexibility and physical accuracy when required.”

“The paper highlights the use of a GPU-based EDT and SMPC for high-frequency replanning and reactive manipulation.”

“Starkindler provides uncertainty estimates that are regularised by aleatoric uncertainty, and is designed to be more interpretable.”

“The paper identifies and addresses 'activation-dependent learning-freeze behavior' in EDL models and proposes a solution through generalized activation functions and regularizers.”

“RollArc effectively improves training throughput and achieves 1.35-2.05x end-to-end training time reduction compared to monolithic and synchronous baselines.”

“The results of the speed measurement are compared with those of the pressure sensors and the empirical formula, revealing a maximum error of 5.20% and a minimum error of 0.06%.”

“YulToolkit detects the known vulnerabilities (producing a violation-triggering trace), and after applying fixes, reports no further violations within bounds.”

“The proposed method achieves superior transmission success rate, energy efficiency, and adaptability compared with the conventional UCB1-tuned algorithm without SIC.”

“The study's results show that these models can generate valid, diverse, and biologically relevant compounds across multiple targets, with a few selected GSK-3β hits synthesized and confirmed active in vitro.”

“The proposed methods yield improved coverage properties and computational efficiency relative to existing approaches.”