“The article discusses security design for Claude.md, focusing on prompt injection countermeasures and best practices.”

“This article dives into the implementation of modern Transformer architectures, going beyond the original Transformer (2017) to explore techniques used in state-of-the-art models.”

“"Your AI, is it your strategist? Or just a search tool?"”

“Every act of language generation compresses a rich internal state into a single token sequence.”

“We propose an approach to enhance planning with JEPA world models by shaping their representation space so that the negative goal-conditioned value function for a reaching cost in a given environment is approximated by a distance (or quasi-distance) between state embeddings.”

“Since the quality of data-driven ROMs is sensitive to the quality of the limited training data, we seek to identify training parameters for which using the associated training data results in the best possible parametric ROM.”

“Deep Learning new regularization submitted by /u/Long-Web848”

“SpaceTimePilot can independently alter the camera viewpoint and the motion sequence within the generative process, re-rendering the scene for continuous and arbitrary exploration across space and time.”

“The platform exploits engineered darkness within computer-generated holograms to spatially localize inward mass transport and directly produce positive, protruding microreliefs.”

“Reproducing two-dimensional galaxy clustering does not guarantee consistent void properties.”

“The paper initiates the study of EF orientations, mostly under the lens of parameterized complexity, presenting various tractable cases, hardness results, and parameterizations.”

“The paper derives the counting DRM, the effective area, and the flash effective area from the counting DRF.”

“MAMAMemeia improves upon the current state-of-the-art by 7.55% in macro-F1 and is established as the new benchmark compared to over 30 methods.”

“The basic inequality upper bounds f(θ_T)-f(z) for any reference point z in terms of the accumulated step sizes and the distances between θ_0, θ_T, and z.”

“DarkEQA isolates the perception bottleneck by evaluating question answering from egocentric observations under controlled degradations, enabling attributable robustness analysis.”

“SymSeqBench offers versatility in investigating sequential structure across diverse knowledge domains.”

“The framework creates the image-encoding state using a unitary gate, which can later be transpiled to target quantum backends.”

“The paper introduces the semi-overlapping multi-(multi-armed) bandit (SOMMAB), in which a single evaluation provides distinct feedback to multiple bandits due to structural overlap among their arms.”

“Near the lasing threshold, we achieve a 475-fold enhancement in optical contrast and a 180-fold improvement in magnetic sensitivity compared with a conventional single-pass geometry.”

“The paper shows that the Ornstein-Uhlenbeck process can be transformed exactly into a stochastic process defined self-consistently in the comoving frame.”

“The authors find that the background noise at 100 μHz is dominated by drift with a power law of 1/f^2, accompanied by a few dominant two-level fluctuators and an average linear correlation length of (188 ± 38) nm in the device.”

“ROME demonstrates strong performance across benchmarks like SWE-bench Verified and Terminal Bench, proving the effectiveness of the ALE infrastructure.”

“The regularized local markers eliminate the obstructive boundary irregularities successfully, and give rise to the desired global topological invariants such as the Chern number consistently when integrated over all the lattice sites.”

“The best model solves 8.25% of tasks at pass@1 (32.50%/4.17%/0.00% by Easy/Medium/High) and 12.00% at pass@4 (50.00%/4.76%/0.00%).”

“OneRec Foundation (1.7B and 8B), a family of models establishing new state-of-the-art (SOTA) results across all tasks in RecIF-Bench.”

“Splatwizard provides an easy-to-use framework to implement new 3DGS compression model and utilize state-of-the-art techniques proposed by previous work.”

“The algorithm's runtime scaling is O(N4^N), a significant improvement over the brute-force approach.”

“The article is a research paper abstract, so a direct quote isn't available. The core concept revolves around 'Informative and Reusable Belief Tree Search' for robot applications.”

“VLA-RAIL significantly reduces motion jitter, enhances execution speed, and improves task success rates.”

“The paper introduces a new dataset named "FireRescue" and proposes an improved model named FRS-YOLO.”

““...the first real-world large-scale multi-modal dataset for roadside-level 3D visual grounding.””

“The paper's key finding is that existing SOTA 3D semantic segmentation models (FPT, PTv3, OA-CNNs) show significant limitations when applied to the created post-disaster dataset.”

“The paper introduces two efficient dynamic programming algorithms that leverage this sequential structure.”

“The paper highlights that reasoning-specialized models consistently outperform general-purpose counterparts, indicating the importance of specialized architectures for legal reasoning.”

“The evaluation employs a dynamic sandbox environment that presents agents with candidate tool lists containing distractors, thereby testing their tool selection and discrimination abilities.”

“RGBT-Ground, the first large-scale visual grounding benchmark built for complex real-world scenarios.”

“Probes with a small supervisor model can achieve low calibration error and Brier Skill Score of approx 0.2 estimating edited lines on code generated by models many orders of magnitude larger.”

“The approach is expected to extend to other elements and moieties, opening a new avenue for scalable atomically precise fabrication.”

“CF-VLA improves trajectory accuracy by up to 17.6%, enhances safety metrics by 20.5%, and exhibits adaptive thinking: it only enables counterfactual reasoning in challenging scenarios.”

“The paper presents the first construction of an NN-FT that encodes the full Virasoro symmetry of a 2d CFT.”

“The paper introduces explicitly the concept of "X-ray Coulomb Counting" in which X-ray methods are used to quantify on an absolute scale how much charge is transferred into which reactions during the electrochemical measurements.”

“SeedFold outperforms AlphaFold3 on most protein-related tasks.”

“The paper initiates the study of these processes, state some theorems and several intriguing conjectures found by computations of the finite Markov chain.”

“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 constructs the solution formula for the initial value problem by analyzing the spatiotemporal pattern and decomposing it into simpler segments.”

“The paper highlights that the targeted Reasoning RL and Agentic RL stages yield significant gains in their respective capabilities.”

“The WiYH Dataset features over 1,000 hours of multi-modal manipulation data across hundreds of skills in diverse real-world scenarios.”

“The paper shows that, for arbitrary small ε>0, there exists an algorithm for IPs with m constraints that runs in f(m,ε)⋅poly(|I|) time, and returns a near-feasible solution that violates the constraints by at most εΔ.”

“The paper addresses the trade-off between performances and energy costs in quantum technologies.”

“LLMs comprehensively fail at the quantitative task of predicting financial KPIs in a zero-shot setting.”