“Musk's legal team argues he should be compensated as an early startup investor who sees returns 'many orders of magnitude greater' than his initial investment.”

“The paper identifies an anomalous glassy regime where relaxation times are orders of magnitude faster than predicted, and shows that dynamics are partly accelerated by laser light absorption. The 'time-length scale superposition principle' is a key finding.”

“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.”

“RLMs successfully handle inputs up to two orders of magnitude beyond model context windows and, even for shorter prompts, dramatically outperform the quality of base LLMs and common long-context scaffolds.”

“BC-TAS achieves orders-of-magnitude improvement in outage probability and significant gains in energy efficiency compared to conventional MU-MIMO baselines.”

“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.”

“MDBF enhances perplexity and zero-shot accuracy over previous binary formats at matched bits per weight while preserving the same deployment-friendly inference primitive.”

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

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

“FHDR outperforms the best-known algorithms by at least an order of magnitude in execution time and up to several orders of magnitude in terms of the number of interactions required, establishing a new state of the art for scalable interactive regret minimization.”

“The cascaded process efficiency is enhanced to $237 \pm 36$ kHz/mW.”

“Inelastic dilation causes mostly notable depressurization within 1 to 2 km off the fault at shallow depths (< 3 km).”

“The surrogate is orders of magnitude faster than SOLPS-ITER, enabling rapid parameter exploration.”

“A positive correlation between LAP and forecast accuracy indicates the presence and magnitude of lookahead bias.”

“The model successfully captures the far-field 1/r decay in noise amplitudes and the correct dipolar behaviour at upstream angles.”

“The algorithm consistently achieves lower error than the fluid-based method, and even one order of magnitude lower in a fusion-relevant test case. Moreover, the algorithm exhibits a significant speedup compared to the reference kinetic MC method.”

““Owing to the transparency of Sb2Se3 in both its amorphous and crystalline states, a high Q-factor on the order of 10^3 is preserved-representing nearly an order-of-magnitude improvement over previous GST-based devices.””

“DSC models the weight update as a residual trajectory within a Star-Shaped Domain, employing a Magnitude-Gated Simplex Interpolation to ensure continuity at the identity.”

“The model was able to successfully identify the uncertain regions in the simulated data and match the magnitude of the uncertainty. In real-case scenarios, the optimised model was not overconfident nor underconfident when estimating from test data: for example, for a 95% prediction interval, 95% of the true observations were inside the prediction interval.”

“The novel approach, as it is suggested, provides improvement in quantitative metrics, but is not consistent.”

“The paper demonstrates that the target density (rho) of parameters can be achieved in FL, under data and client participation heterogeneity, with minimal loss in statistical performance.”

“Thankfully, according to reports, TSMC's factories are all intact, saving the world from yet another spike in chip prices.”

“Implementation of AETHER-X: Adaptive POVM Kernels for 4.9x Inference Speedup.”

“The skill of our distilled models scales with increasing synthetic training data, even when that data is orders of magnitude larger than ERA5. This represents the first demonstration that AI-generated synthetic training data can be used to scale long-range forecast skill.”

“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 eliminates stitching defects by continuous scanning and grayscale stitching; and provides real-time pattern streaming at a bandwidth that is one order of magnitude higher than previous TPL systems.”

“code is no longer the bottleneck. Execution and direction are.”

“Quantum errors can be modeled as deterministic physical terms rather than purely stochastic perturbations.”

“(No specific quote available from the provided information)”

“Transformers reproduce Bayesian posteriors with $10^{-3}$-$10^{-4}$ bit accuracy, while capacity-matched MLPs fail by orders of magnitude, establishing a clear architectural separation.”

“The paper proposes rules for rebalancing that gate trades through magnitude-based thresholds and posterior activation probabilities, thereby trading off expected tracking error against turnover and portfolio size.”

“As a premise, vectors generated by text-embedding-003-large should be regarded as 'position vectors in a coordinate space representing meaning'.”

“N/A”

“The model's free energy serves as a robust, regime stability metric.”

“The ΣR statistic, a novel detection metric, effectively recovers signal energy dispersed across adjacent frequency bins, leading to an order-of-magnitude enhancement in the effective detection volume.”

“The approach reduces each embedding solve to a deterministic ground-state eigenvalue problem in the reduced space, and reduces the cost of the EH solution by orders of magnitude.”

“Q-RUN reduces model parameters while decreasing error by approximately one to three orders of magnitude on certain tasks.”

“The company made 80 times as many reports to the National Center for Missing & Exploited Children during the first six months of 2025 as it did in the same period a year prior.”

“The paper focuses on magnitude calibration for superior model merging.”

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“Dan Fu argues that we are vastly underutilizing current chips and that better software-hardware co-design will unlock the next order of magnitude in performance.”

“INSTRUCTIONS:”

“The paper focuses on enhancing LoRA by utilizing magnitude and direction updates.”

“The source is ArXiv, indicating the article is likely a research paper.”

“The framework uses pure vision instead of error prone "set-of-marks" system, uses tiny VLM (Moondream) instead of OpenAI/Anthropic, and uses two agents: one for planning and adapting test cases and one for executing them quickly and consistently.”

“Depending on the chosen sparsity, these kernels can run orders of magnitude faster than cuBLAS or cuSPARSE.”