“LLMを活用したコーディングが主流になりつつある中、コンテキスト長の制限が最大の課題となっている。”

“We also offer insights into potential future directions, including more advanced prompt engineering for large language models (LLMs) and expanding the scope of audio-based analysis to capture emotional cues that text data alone might miss.”

“Gemini 3 Pro performed the best. It set up the fallback and cache effectively, with repeated generations returning in milliseconds from the cache. The run cost $0.45, took 7 minutes and 14 seconds, and used about 746K input (including cache reads) + ~11K output.”

“The article mentions Aaron French, an assistant professor at Kennesaw State University, who is exploring the question of whether using ChatGPT makes you stupid.”

“Both uniform attention and trainable attention architectures implement the same algorithm via topologically and geometrically equivalent representations.”

“Blocking GenAI bots can have adverse effects on large publishers by reducing total website traffic by 23% and real consumer traffic by 14% compared to not blocking.”

“The paper highlights that the heavy mass of Te atoms, weak Sn-Te bonding, and flat acoustic branches are key factors contributing to the ultralow lattice thermal conductivity.”

“Including quantum anharmonicity simplifies the free-energy landscape and is essential for correct stability rankings, that is especially important for high-temperature phases that could be missed in classical 0 K CSP.”

“The droplet-to-slab transition always follows a similar mechanism to its equilibrium counterpart, but the reverse (slab-to-droplet) transition depends on rare non-equilibrium fluctuations.”

“Cost Sensitivity and Behavioral Intention are the strongest positive predictors of adoption.”

“The high-density coexisting states are liquid-like in the binary cases.”

“Electron beams with an energy spread of 1% can be generated with the energy transfer efficiency of 10% to 30% in a large parameter space.”

“Late time levels are enhanced for the coated particles, implying a reduced effective interfacial diffusivity and a broadened release-time distribution.”

“Increasing strain rate promotes the activation of a growing number of stronger sites. Dislocation avalanches become larger through the superposition of simultaneous events and because stronger obstacles are required to arrest them.”

“The paper focuses on the real eigenvalues of the non-backtracking matrix and their relation to the non-backtracking Laplacian for node clustering.”

“Cube particles form a simple square assembly, overcoming lattice/topology incompatibility, and maximize entropy by distributing eight three-fold defects evenly on the sphere.”

“The paper identifies three equilibrium phases: a mixed phase where rings interpenetrate, and two segregated phases (expanded and collapsed).”

“The backreaction introduces spacetime dependent mass and increases the UV divergence of the equal position correlation function.”

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

“Humid heat is locally amplified by 1-4°C, with maximum amplification for the critical soil moisture length-scale λc = 50 km.”

“Turbulence increases lift and drag by approximately a factor two.”

“The research focuses on photon echoes in uniaxially stressed germanium with antimony donors.”

“Adaptive HVDC lines are more efficient in the steady state, at the expense of very long relaxation times.”

“Stellar distances with Rubin's DP1”

“The results show systematic mode-dependent differences in user-rated affinity and additional insights on perceived security, indicating that switching or blending agency within one robot measurably shapes human impressions.”

“The study reveals diffusion as fast as ~490 cm2/s and a relaxation time of ~95.1 fs.”

“The lower-porosity medium produces higher local and surface-averaged Nusselt numbers.”

“The study derives a metallicity of $12+\log(\mathrm{O/H})=7.29\pm0.06$ dex, placing Leo A in the low-mass end of the Mass-Metallicity Relation (MZR).”

“The bias detector model assigns stronger internal evidence to false positives than to true positives, indicating a misalignment between attribution strength and prediction correctness and contributing to systematic over-flagging of neutral journalistic content.”

“The study observes finite-time effects close to the FOIPT, as well as evidence that a dynamic phase transition occurs. The location of this transition is measured very precisely and compared with previous results in the literature.”

“The charm production rate decreases monotonically across all medium formulations.”

“The number of captured loops exhibits a pronounced peak at $ξ_{\textrm{peak}}≈ 12.5$, arising from the competition between rocket-driven ejection at small $ξ$ and the declining intrinsic loop abundance at large $ξ$.”

“The paper finds a robust 4Q bipartite lattice of hedgehogs and antihedgehogs which melts through a first order phase transition.”

“The paper provides clear numerical evidences for anyon excitations with fractional charge and pronounced real-space density modulations, directly supporting the recently proposed anyon density-wave halo picture.”

“At the 68% confidence level, the maximum dark matter mass is estimated to be 0.150 solar masses, with an uncertainty.”

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“Solid dynamics provides a robust and self-consistent mechanism that fundamentally alters the migration of the Galilean moons, potentially addressing the long-standing migration catastrophe.”

“The $πN$ sigma term $σ_{πN}$, which denotes the contribution of explicit symmetry breaking, should deviate from its empirical values at vacuum. Specifically, $σ_{πN}\sim -600$ MeV, rather than $(32-89) m \ MeV$ at vacuum.”

“The article is sourced from ArXiv, indicating it's a pre-print or research paper.”

“The article is based on a publication on ArXiv, suggesting it's a pre-print or a research paper.”

“The paper presents the first images of the thermal jets towards four targets in our sample.”

“The bolometric light curve indicates a synthesized $^{56}$Ni mass of $0.120\pm0.003~ ext{M}_{\odot}$, with an estimated ejecta mass of $0.79\pm0.09~ ext{M}_{\odot}$ and kinetic energy of $0.19 imes10^{51}$ erg.”

“A last-layer Laplace approximation yields uncertainty estimates that correlate well with segmentation errors, indicating a meaningful signal.”

“The analysis of all the data suggests that the anomalous CSL is not continuously connected to the high-frequency CSL.”

“The paper analyzes various hybrid quantum-classical machine learning (ML) models to improve beam prediction performance.”

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“The DOPO network faithfully reproduces the quantum critical behavior of the XY model.”

“The paper presents discovery sensitivities to the ALP--W coupling g_{aWW} over m_a∈[100, 7000] GeV.”

“The CMU5 rate in D-8 nations has steadily decreased, according to a somewhat negative linear regression model, therefore slightly undermining the fourth Millennium Development Goal (MDG4) of the World Health Organisation (WHO).”