“The article likely discusses how to use Plan Mode to analyze code and make informed decisions before implementing changes.”

“No direct quote from the article.”

“I am sorry, but the provided text does not contain any quotes to analyze.”

“Claude Code v2.1.9 focuses on context efficiency and long session stability.”

“Context Caching can slash input costs by up to 90%!”

“Amazon has struck a two-year deal to receive copper from an Arizona mine, for use in its AWS data centers in the U.S.”

“This is a placeholder, as the provided content snippet is insufficient for a key quote. A relevant quote would discuss challenges or opportunities for AI in medical applications.”

“The article suggests a potential 'proxy war' against AI.”

“If you want a stable, boring paycheck maintaining legacy fraud detection models, learn TensorFlow.”

“The article mentions utilizing Gemini 2.5 Flash's '1 million token' context window.”

“OpenAI and SoftBank Group partner with SB Energy to develop multi-gigawatt AI data center campuses, including a 1.2 GW Texas facility supporting the Stargate initiative.”

“昨今の機械学習やLLMの発展の結果、ベクトル検索が多用されています。(Vector search is frequently used as a result of recent developments in machine learning and LLM.)”

“full MI400-series family fulfills a broad range of infrastructure and customer requirements”

“N/A”

“Oracle is facing a tricky problem: the company has promised to build a large-scale chip computing power data center for OpenAI, but lacks sufficient cash flow to support the project. So far, Oracle can still pay for the early costs of the physical infrastructure of the data center, but it urgently needs to purchase a large number of Nvidia chips to support the training of OpenAI's large models and the commercial computing power of ChatGPT.”

“As one of the most productive and patient dealmakers in the American business world, Buffett adhered to his investment principles in his final year at the helm of Berkshire Hathaway.”

“OpenForecaster 8B matches much larger proprietary models, with our training improving the accuracy, calibration, and consistency of predictions.”

“R$^2$CCL is highly robust to NIC failures, incurring less than 1% training and less than 3% inference overheads.”

“The method achieves approximately $4\sim10 imes$ and $2 imes$ speedups while using $1000$ cores, respectively, under the same level of structural and thermodynamic accuracy and with a reduced memory usage.”

“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.”

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“Big AI is accelerating [the ecological, meaning, and language crises] all.”

“The paper shows that changing the gluing edge isomorphisms does not affect the quasi-isometry type of these groups.”

“DGGT's biggest breakthrough is that it gets rid of the dependence on scene-by-scene optimization, camera calibration, and short frame windows of traditional solutions.”

“EchoVidia surpasses recent VT2A models by 40.7% in controllability and 12.5% in perceptual quality.”

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

“At linear order, this framework predicts time- and scale-dependent bias parameters in a self-consistent manner, encompassing peak bias as a special case while clarifying how velocity bias and higher-derivative effects arise.”

“Full-stack libraries and compilers are the most defect-prone categories due to circuit, gate, and transpilation-related issues, while simulators are mainly affected by measurement and noise modeling errors.”

“The dataset incorporates 12K tactile-enhanced episodes and 20K mobile manipulation trajectories.”

“MSched outperforms demand paging by up to 11.05x for scientific and deep learning workloads, and 57.88x for LLM under memory oversubscription.”

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

“Preguss enables highly automated RTE-freeness verification for real-world programs with over a thousand LoC, with a reduction of 80.6%~88.9% human verification effort.”

“Data synthesis is the most effective technique for improving functional correctness and reducing code smells.”

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

“The newly proposed mCCAdL thermostat achieves a substantial improvement in the numerical stability over the original CCAdL thermostat, while significantly outperforming popular alternative stochastic gradient methods in terms of the numerical accuracy for large-scale machine learning applications.”

“The paper's key finding is that using reduced learning rates for proxy model training yields relative performance that strongly correlates with that of fully tuned large-scale LLM pretraining runs.”

“Higgs-like inflation in $f(T,φ)$ gravity is fully consistent with current bounds, naturally accommodating the preferred shift in the scalar spectral index and leading to distinctive tensor-sector signatures.”

“We uncover distinct features on a wide range of length and time scales that correspond to tropical cyclones, atmospheric rivers, diurnal and seasonal behavior, large-scale precipitation patterns, specific geographical coding, and sea-ice extent, among others.”

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

“SourceRank cannot be reliably used to discriminate between benign and malicious packages in real-world scenarios.”

“By leveraging the Model Context Protocol (MCP), we will enable a wide range of AI tools to "warm-start" with durable context and achieve continual, long-term personalization.”

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

“MaRCA delivered a 16.67% revenue uplift using existing computation resources.”

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

“DATAMASK achieves significant improvements of 3.2% on a 1.5B dense model and 1.9% on a 7B MoE model.”

“The method exhibits notable advantages in terms of computational efficiency and scalability, particularly in large-scale and time-constrained scenarios.”

“SCP provides a universal specification for describing and invoking scientific resources, spanning software tools, models, datasets, and physical instruments.”

“The model achieves comparable performance with less than 5% of the task-specific data required by dedicated expert models.”

“The paper introduces a suite of performance optimizations, including interleaved pipeline scheduling, attention-aware data scheduling for long-sequence training, hierarchical and overlapped communication for expert parallelism, and DVM-based operator fusion.”

“The introduction of EnvSDD, the first large-scale curated dataset designed for ESDD, and the launch of the ESDD Challenge.”