“Auto Claude isn't just a tool that executes prompts; it operates with a workflow similar to Specification Driven Development, automatically creating, verifying, and modifying specifications.”

“Focus on the positive and exciting aspects of the rapid development process.”

“The company said it took only five months to go from $200 million to $330 million in annual recurring revenue.”

“MNIST data are used.”

“"Recently, I often see articles about the use of AI tools. Therefore, I will introduce the tools I use, how to use them, and the environment settings."”

“According to the Financial Times, European financial institutions are planning to cut 200,000 jobs due to AI implementation.”

“FineTec achieves top-1 accuracies of 89.1% and 78.1% on the challenging Gym99-severe and Gym288-severe settings, respectively, demonstrating its robustness and generalizability.”

“The trilinear equivalence only requires an averaging over grids, which converts a difficult exponential sum into an oscillatory integral with periodic amplitude.”

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

“The paper constructs solitary waves in Dirac--Klein--Gordon (in one and three spatial dimensions) and studies the dependence of energy and charge on $ω$.”

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

“The resulting machine learning interatomic potential accurately reproduces experimental properties including volume expansion, operating voltage, and sodium concentration-dependent structural transformations, while revealing a four-order-of-magnitude difference in sodium diffusivity between the rhombohedral (sodium-rich) and tetragonal (sodium-poor) phases at 300 K.”

“No statistically significant evidence for postmerger echoes is found.”

“MDiffFR employs a tailored diffusion model on the server to generate embeddings for new items, which are then distributed to clients for cold-start inference.”

“BandiK employs a Multi-Armed Bandit (MAB) framework for each task, where the arms correspond to the performance of candidate auxiliary sets realized as multiple output neural networks over train-test data set splits.”

“RGTN achieves state-of-the-art compression ratios and runs 4-600$\times$ faster than existing methods.”

“We prove the nonexistence of $(120, 35, 10)$-difference sets, which has been an open problem for 70 years since Bruck introduced the notion of nonabelian difference sets.”

“DyStream could generate video within 34 ms per frame, guaranteeing the entire system latency remains under 100 ms. Besides, it achieves state-of-the-art lip-sync quality, with offline and online LipSync Confidence scores of 8.13 and 7.61 on HDTF, respectively.”

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

“The study finds that the gluon helicity contribution to proton spin is $ΔG = 0.231(17)^{\mathrm{sta.}}(33)^{\mathrm{sym.}}$ at the $\overline{\mathrm{MS}}$ scale $μ^2=10\ \mathrm{GeV}^2$, which constitutes approximately $46(7)\%$ of the proton spin.”

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

“TASIF integrates three synergistic components: (1) a simple, plug-and-play time span partitioning mechanism to capture global temporal patterns; (2) an adaptive frequency filter that leverages a learnable gate to denoise feature sequences adaptively; and (3) an efficient adaptive side information fusion layer, this layer employs a "guide-not-mix" architecture.”

“The key ingredient of our proof is the Cauchy-Schwarz inequality from probability theory.”

“Discontinuities of the jet quenching parameter occur at a first-order phase transition, and their magnitude depends on the orientation.”

“The core of PartMotionEdit is a Part-aware Motion Modulation (PMM) module, which builds upon a predefined five-part body decomposition.”

“Assuming the Generalized Riemann Hypothesis, we obtain a new Omega result.”

“CIntel leverages a bottom-up and community-driven approach to learn from the ability of nature to regenerate and adapt.”

“NIRNL achieves state-of-the-art performance, exhibiting remarkable robustness, especially under high noise rates.”

“RSAgent achieves a zero-shot performance of 66.5% gIoU on ReasonSeg test, improving over Seg-Zero-7B by 9%, and reaches 81.5% cIoU on RefCOCOg, demonstrating state-of-the-art performance.”

“The system achieved a frame-level action segmentation accuracy of 92.4% and an overall skill classification accuracy of 85.5%.”

“The proposed method demonstrates superiority over baseline schemes in terms of average sum rate, robustness to CSI imperfection, user mobility, and scalability.”

“Trellis replaces the standard KV cache with a fixed-size memory and train a two-pass recurrent compression mechanism to store new keys and values into memory.”

“The paper highlights that after adapting the General Reward Model (GRM) to a new task from a single expert trajectory, the resulting reward model enables the agent to achieve 95% success with only 150 online rollouts (approximately 1 hour of real robot interaction).”

“The paper derives precise masses and the complete set of its fundamental parameters for the three components, and introduces a new orbital solution, and a new dynamical parallax.”

“The source is ArXiv, indicating this is a pre-print or research paper.”

“The paper develops a dynamic CKM construction method for multiple-input multiple-output orthogonal frequency division multiplexing (MIMO-OFDM) systems.”

“HY-Motion 1.0 represents the first successful attempt to scale up Diffusion Transformer (DiT)-based flow matching models to the billion-parameter scale within the motion generation domain.”

“C2PO leverages causal counterfactual signals to isolate bias-inducing features from valid reasoning paths, and employs a fairness-sensitive preference update mechanism to dynamically evaluate logit-level contributions and suppress shortcut features.”

“The synergistic approach achieves state-of-the-art performance among single-model methods.”

“The paper introduces the Heterogeneous Collaborative Multi-Expert Reinforcement Learning (CME-CAD) paradigm, a novel training paradigm for CAD code generation.”

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“UniMAGE achieves state-of-the-art performance among open-source models, generating logically coherent video scripts and visually consistent keyframe images.”

“The article starts by asking if users customize their ~/.gemini and if they maintain ~/.gemini/GEMINI.md. It then introduces extensions as a way to bundle GEMINI.md, custom commands, etc., and highlights the ability to enable/disable them individually.”

“EquaCode achieves an average success rate of 91.19% on the GPT series and 98.65% across 3 state-of-the-art LLMs, all with only a single query.”

“The paper presents computational techniques for assessing linear covariance performance using higher-order statistics, constrained optimization, and the unscented transform.”

“GeoTeacher enhances the student model's ability to capture geometric relations of objects with limited training data, especially unlabeled data.”

“The paper introduces a novel 2D imaging luminance meter that replicates key optical parameters of the human eye.”

“PLaMo 3 NICT 31B Base is a 31B model pre-trained on English and Japanese datasets, developed by Preferred Networks, Inc. collaborative with National Institute of Information and Communications Technology, NICT.”

“Co2S, a stable semi-supervised RS segmentation framework that synergistically fuses priors from vision-language models and self-supervised models.”

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