“The article highlights the model's ability to sample a move distribution instead of crunching Stockfish lines, and its 'Stockfish-trained' nature, meaning it imitates Stockfish's choices without using the engine itself. It also mentions temperature sweet-spots for different model styles.”

“The paper establishes sharp two-sided heat kernel estimates for these Markov processes.”

“For every irrational ω with β(ω) < L, where L > 0 denotes the Lyapunov exponent, and every non-resonant phase θ, we prove Anderson localization, i.e. pure point spectrum with exponentially decaying eigenfunctions.”

“DARFT suppresses strong distractors and sharpens decision boundaries without additional supervision.”

“The paper identifies "smooth branches of extremal amplitudes separated by sharp kinks at $d=5$ and $d=7$, coinciding with a transition in threshold analyticity and the loss of some well-known dispersive positivity constraints."”

“The paper derives the polynomial rate of decay of ruin probabilities in insurance portfolios where insolvency is driven by a single extreme claim.”

“The paper proves that a cutoff phenomenon holds independently of the transition probabilities, subject only to the sub-Gaussian assumption and a minimal aperiodicity hypothesis.”

“The paper develops a general and computationally tractable framework for computing sharp bounds on the effects of counterfactual policies.”

“RL-tuned models maintain more stable behavioral profiles and resist collapse in reasoning skills, whereas SFT models exhibit sharper drift and overfit to surface patterns.”

“The findings reveal a surprising dichotomy: while the number of samples needed to accurately tilt a bounded random vector increases polynomially in the tilt amount, it increases at a super polynomial rate for unbounded distributions.”

“The high-order cumulant ratios $R_{n2}$ ($n>2$) exhibit non-monotonic variations across the chiral phase transition... These structures gradually weaken and eventually vanish at high chemical potential as they compete with the sharpening of the chiral phase transition.”

“We demonstrate many-electron constructions with vanishing charge-2e sectors, but with sharp signatures in charge-4e or charge-6e expectation values instead.”

“The method 'achieves higher reconstruction quality around object edges compared to existing 2DGS methods.'”

“While models achieve up to 69% accuracy on basic literacy tasks, performance declines sharply to 25% on discovery-level challenges.”

“Real-time in-situ X-ray photoelectron spectroscopy (XPS) reveals a sharp transformation from a $V^{5+}$-dominated surface to mixed valence states, dominated by $V^{4+}$, and a recovery of its metallic character.”

“The system exhibits a sharp, switch-like transition between a token-saturated state and an empty state.”

“The paper determines the maximum size of (k, ℓ)-sum-free sets and classifies extremal configurations, proving sharp Hilton-Milner type stability results.”

“The emergence of a well-defined inertial response depends sensitively on cone geometry. Blunt cones exhibit quadratic scaling with impact speed over the full range of velocities studied, whereas sharper cones display a delayed transition to inertial behavior at higher speeds.”

“The method achieves a state-of-the-art score of 68.10% on the ICBHI 2017 dataset, outperforming existing CNN and hybrid baselines. More importantly, it reaches a sensitivity of 68.31%, a crucial improvement for reliable clinical screening.”

“The paper achieves explicitly computable constants that improve upon all previously known bounds, with a 14% improvement over the previous best constant for dimension 3.”

“The paper derives moderate deviation estimates for the height function in both the upper and lower tail regimes, with sharp exponents and constants.”

“The experimental results further reveal that the robustness of current SNNs has been significantly overestimated and highlighting the need for more dependable adversarial training methods.”

“SAM 3D produces more coherent roof geometry and sharper boundaries compared to TRELLIS.”

“LD-DIM achieves consistently improved numerical stability and reconstruction accuracy of both parameter fields and corresponding PDE solutions compared with physics-informed neural networks (PINNs) and physics-embedded variational autoencoder (VAE) baselines, while maintaining sharp discontinuities and reducing sensitivity to initialization.”

“eFEONet augments the operator-learning framework with specialized enrichment basis functions that encode the asymptotic structure of layer solutions.”

“The paper proves that in the subcritical regime the cluster-size distribution has exponentially decaying tails, whereas in the supercritical regime the percolation probability grows at least linearly with respect to λ near criticality.”

“We introduce a new technique that repurposes a pre-trained video diffusion model trained on internet-scale datasets to recover videos revealing complex scene dynamics during the moment of capture and what might have occurred immediately into the past or future.”

“The article's subject is a 'degenerate diffusion-aggregation system with the intermediate exponent'.”

“The article is from ArXiv.”

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“Fose combines one-step diffusion and end-to-end networks.”

“The paper focuses on sharp bounds for the Jacobi heat kernel.”

“The research originates from ArXiv, indicating peer review is pending or non-existent.”

“The research is available on ArXiv.”

“MMMamba is a versatile cross-modal In Context Fusion Framework.”

“The article's specific methodology and experimental results would provide a more detailed understanding of its contributions. Further analysis would require access to the full text.”

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“The article's context indicates the paper is hosted on ArXiv, suggesting a pre-print publication.”

“The paper focuses on pose and view synthesis using generative priors.”

“The paper is published on ArXiv.”

“Sora 2 is our new state of the art video and audio generation model. Building on the foundation of Sora, this new model introduces capabilities that have been difficult for prior video models to achieve– such as more accurate physics, sharper realism, synchronized audio, enhanced steerability, and an expanded stylistic range.”

“Researchers discovered that bees use flight movements to sharpen brain signals, enabling them to recognize patterns with remarkable accuracy.”

“We start with “DiMA: Distilling Multi-modal Large Language Models for Autonomous Driving,” an end-to-end autonomous driving system that incorporates distilling large language models for structured scene understanding and safe planning motion in critical "long-tail" scenarios.”

“Federico Barbero explains how these issues are rooted in the transformer's design, drawing parallels to over-squashing in graph neural networks and detailing how the softmax function limits sharp decision-making.”

“Nvidia revenue up 262%”

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“Facebook AI Research Open Source DeepMask and SharpMask”