“The visualization shows agents coordinating and evolving the codebase in real time.”

“Approximately 89% of trials converged, supporting the theoretical prediction that transparency auditing acts as a contraction operator within the composite validation mapping.”

“The goal was simple: make a large, messy corpus of PDFs and text files immediately searchable in a precise way, without relying on keyword search or bloated prompts.”

“We propose an approach to enhance planning with JEPA world models by shaping their representation space so that the negative goal-conditioned value function for a reaching cost in a given environment is approximated by a distance (or quasi-distance) between state embeddings.”

“A tool for spotting pancreatic cancer in routine CT scans has had promising results, one example of how China is racing to apply A.I. to medicine's tough problems.”

“毎朝6時に、世界中のニュースを収集し、AIが日英バイリンガルの記事と音声を自動生成する——そんなシステムを個人開発で作り、月額約500円で運用しています。”

“Now his South Korean company, FuriosaAI, has an AI chip entering mass production.”

“It Opened Chrome and successfully tested for each student all within 7 minutes.”

“The model struggled to write unit tests for a simple function called interval2short() that just formats a time interval as a short, approximate string... It really struggled to identify that the output is "2h 0m" instead of "2h." ... It then went on a multi-thousand-token thinking bender before deciding that it was very important to document that interval2short() always returns two components.”

“Micron has secured another major vote of confidence from the Taiwanese government, winning approval for an additional NT$4.7 billion (approximately $149 million) in subsidies to expand HBM research and development in Taiwan.”

“According to the Wall Street Journal, citing internal financial disclosure documents, OpenAI's current equity incentive program for employees has reached a new high in the history of tech startups, with an average equity compensation of approximately $1.5 million per employee, applicable to about 4,000 employees, far exceeding the levels of previous well-known tech companies before their IPOs.”

“The article quotes a Morgan Stanley analysis predicting over 200,000 job cuts in the European banking system by 2030, representing approximately 10% of the workforce of 35 major banks.”

“SoftBank's commitment of $22-22.5 billion to OpenAI last week, as reported by sources. The initial investment agreement was for approximately $40 billion, with a pre-money valuation of $260 billion.”

“The paper proposes local approximations to the global Minkowski Hamiltonian in quantum field theory (QFT) motivated by the operator-algebraic property of nuclearity.”

“The paper presents an online variational inference framework to compute its approximation at each time step.”

“The paper develops an approximate Stein's Unbiased Risk Estimator (SURE) for the average mean squared error and establishes asymptotic optimality and regret bounds for a class of machine learning-assisted linear shrinkage estimators.”

“Ion-conducting pathways are quasi one-dimensional at short times and evolve into larger, branched structures characterized by a robust fractal dimension $d_f\simeq1.7$.”

“The paper revisits the process of eigenvalue approximation from the perspective of computational spectral geometry.”

“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 proves that α=-1 is the unique choice achieving optimal energy stability under a specific condition, highlighting its theoretical advantage.”

“The paper introduces computational deficiency ($δ_{\text{poly}}$) and the class LeCam-P (Decision-Robust Polynomial Time).”

“For any Feller's Brownian motion that is not purely driven by jumps at the boundary, we construct a sequence of boundary random walks whose appropriately rescaled processes converge weakly to the given Feller's Brownian motion.”

“The resulting thermodynamic pressure increases with temperature but exhibits an approximately logarithmic dependence.”

“The paper shows that the DLA dimension grows as $Θ(4^n)$ for weighted graphs (with continuous weight distributions) and almost all unweighted graphs, implying barren plateaus.”

“Primitives from a one-level DWT decomposition produce encoder representations that approximately compose in latent space.”

“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 best configuration retains (93.0 +/- 0.2)% of reconstructed signal intensity while discarding (97.8 +/- 0.1)% of the image area, with an inference time of approximately 25 ms per frame on a consumer GPU.”

“The distance-aware approach achieves higher accuracy on coarse grids (max. 60%p accuracy gain) with only a moderate verification overhead (approximately 1.4x), making zone encoding the key lever for efficient zero-knowledge spatial checks.”

“Moderate positive anisotropy can increase the maximum supported mass up to approximately $2.4\;M_\odot$ and enhance stellar compactness by up to $20\%$ relative to isotropic configurations.”

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

“The article is based on research published on ArXiv, a repository for scientific preprints.”

“The astrometric precision is better than approximately 2 arcseconds, and the detection limit in the G-band is achieved at 15.00~mag for a 30-second exposure.”

“The paper establishes $ ilde{O}(\varepsilon^{-2})$ and $O(\varepsilon^{-2})$ sample complexities for achieving average-time and last-iterate $\varepsilon$-optimality, respectively.”

“The method reaches detection thresholds approximately three times lower than baseline approaches, providing a path towards automated, global-scale monitoring of surface changes.”

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

“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 likelihood can be expressed in terms of small subgraphs.”

“GrainGNet reduces the mean squared error by 62.8% compared to the baseline graph U-Net model, with only a 5.2% increase in parameter count and an approximately sevenfold improvement in training efficiency.”

“The model achieves an Unweighted Accuracy of 61.4% with a quantized model footprint of only 23 MB, representing approximately 91% of the Unweighted Accuracy of a full-scale baseline.”

“ISOPO normalizes the log-probability gradient of each sequence in the Fisher metric before contracting with the advantages.”

“The paper establishes the small-time global approximate controllability of the system using three scalar controls, and then studies the small-time global exact controllability to non-zero constant states.”

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

“The model autonomously rejects approximately 70% of the training distribution and concentrates 95% of runtime execution on a single-bank strategy.”

“One AI camera on Singrou Avenue, connecting Athens and Piraeus port, captured over 1000 violations in just four days.”

“Model belief explains and predicts ground-truth model choice better than model choice itself, and reduces the computation needed to reach sufficiently accurate estimates by roughly a factor of 20.”

“The online control problem is formulated as a convex optimization problem, despite the nonlinearity of the system dynamics and the original economic cost function.”

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“The BRKGA can efficiently explore the problem solution space, providing high-quality approximate solutions within low computational times.”

“The article mentions the previous article covered regular expressions and preprocessing, using the performance data of approximately 8000 horses.”