“I’m planning to deploy a novel hydrogen production system in 2026 and instrument it extensively to test whether hard-constrained PINNs can optimize complex, nonlinear industrial processes in closed-loop control.”

“You can now create comprehensive AI skills by combining: Web Scraping… GitHub Analysis… Codebase Analysis… PDF Extraction… Smart Unified Merging… Bootstrap (NEW!)”

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

“I’m trying to get a better understanding of where the AI industry really is today (and the future), not the hype, not the marketing buzz.”

“You throw a ball up (or at an angle), and note down the height of the ball at different points of time.”

“Seq2Seq models are widely used for tasks like machine translation and text summarization, where the input text is transformed into another text.”

“Understanding the evaluation metrics is key to unlocking the power of the latest self-driving technology!”

“Stay tuned for the most important artificial intelligence and machine learning news and articles.”

“Announcement of a book club focusing on the book 『AI and Law: A Practical Encyclopedia』 by Taichi Kakinuma and Kenji Sugiura.”

“EfficientNet-B0 outperformed DenseNet121, achieving an accuracy of 84.6%, F1-score of 0.8899, and MCC of 0.6849.”

“The article's aim is to help readers understand the basic concepts of NPUs and why they are important.”

“the best-single baseline achieves an 82.5% +- 3.3% win rate, dramatically outperforming the best deliberation protocol(13.8% +- 2.6%)”

“Meaning isn't the point, just write! Those who understand will know it's human-written by the style, even in 2026. Thought is formed with 'language.' Don't give up! And I want to read writing created by others!”

“"ChatGPT Health is a dedicated experience that securely connects your health data and apps, with privacy protections and a physician-informed design."”

“By embedding the Riemannian metric tensor into the automatic differentiation graph, our architecture analytically reconstructs the Laplace-Beltrami operator, decoupling solution complexity from geometric discretization.”

“Transfer learning with fine-tuning substantially outperforms CNNs trained from scratch for pediatric pneumonia detection, showing near-perfect accuracy.”

“Leveraging the LLM-as-a-judge paradigm, Pat-DEVAL introduces Chain-of-Legal-Thought (CoLT), a legally-constrained reasoning mechanism that enforces sequential patent-law-specific analysis.”

“Recently, leveraging the complementary characteristics of SAR and MSI data through a multimodal approach has emerged as a promising strategy for advancing water extent mapping using deep learning models.”

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

“"GPT5.2 cannot deliver any useful result, argues back, wastes your time. GEMINI 3 delivers with no drama like a pro."”

“It did exactly what it was designed to do.”

“LLMのアシストなしでのプログラミングはちょっと考えられなくなりましたね。”

“ChatGPT apps are a key piece of OpenAI's long-shot bid to replace Apple. Many aren't yet useful. Sam Altman wants OpenAI to have an app store to rival Apple's.”

“yamadatt@Macmini lambda-ameblo % gemini -v 0.1.4”

“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 benchmark tweaks familiar riddles. One example is a trolley problem that mentions “five dead people” to see if the model notices the detail or blindly applies a memorized template.”

“N/A - The provided text is a title and source information, not a direct quote.”

“The paper classifies the irreducible components of V(d,n), gives criteria for the ideal I(d,n) to be prime or a complete intersection, and for the variety V(d,n) to be normal. It also gives near-equivalent conditions for V(d,n) to be factorial.”

“The paper clarifies the roles of wavefunctions and averaging over moduli, concluding that holographic computations may be performed with or without averaging.”

“The paper shows that the Ornstein-Uhlenbeck process can be transformed exactly into a stochastic process defined self-consistently in the comoving frame.”

“…a solid-state crystal H9@C20 formed by embedding hydrogen atoms into C20 fullerene cages and utilizing chemical precompression, which remains stable under ambient pressure and temperature conditions and exhibits metallic properties.”

“DTI-GP outperforms state-of-the-art solutions, and it allows (1) the construction of a Bayesian accuracy-confidence enrichment score, (2) rejection schemes for improved enrichment, and (3) estimation and search for top-$K$ selections and ranking with high expected utility.”

“The paper investigates the Gelfand theory of the algebra and discusses properties of the Fourier transform of operators arising from the Gelfand transform.”

“The paper explains that the situation where the T-dual of a toric Kähler geometry is a generalized Kähler geometry involving semi-chiral fields is generic for polycylinders, tori and related geometries.”

“Deformed systems involve, as invariant subsets, two different off-shell versions of the irreducible multiplet ${\bf (8,8,0)}$.”

“BatteryAgent effectively corrects misclassifications on hard boundary samples, achieving an AUROC of 0.986, which significantly outperforms current state-of-the-art methods.”

“Classical approaches retain high-order accuracy and strong computational efficiency for single-instance problems... Physics-informed neural networks (PINNs) are also able to reproduce qualitative solutions but are generally less accurate and less efficient in low dimensions than classical solvers.”

“The proposed system consistently outperformed flat multi-class classifiers and pre-trained self-supervised models.”

“The discovered accelerator, featuring second differences and cross-product terms, achieved over 75 percent success rate in improving convergence compared to raw sequences.”

“During stable market conditions, LLM-weighted portfolios frequently outperformed sector indices... However, during the volatile period, many LLM portfolios underperformed.”

“DeepSeek-V3 has the best performance in all three categories... All three LLMs exhibited notably weak performance in Geometry.”

“The paper introduces Energy-Aware Bayesian-CBFs (EB-CBFs) that construct conservative energy-based barriers directly from the Hamiltonian and vector-field posteriors, yielding safety filters that minimally modify a nominal controller while providing probabilistic energy safety guarantees.”

“The approach achieves a 20.15% reduction in Mean Spectral Information Divergence (MSID), up to 1.09% PSNR improvement, and a 1.62% log transformed MS-SSIM gain over strong learned baselines.”

“The paper proposes a diagnostic-driven adaptive learning framework that explicitly models error evolution through a principled decomposition into bias, capturing persistent drift; noise, capturing stochastic variability; and alignment, capturing repeated directional excitation leading to overshoot.”

“PINNs run 90,000 times slower than finite difference with larger errors.”

“SaM2B leverages lightweight cues such as environmental visual, flight posture, and geospatial data to adaptively allocate contributions across modalities at different time points through reliability-aware dynamic weight updates.”

“itePGDK outperformed these methods in these metrics. Particularly in short duration frames, itePGDK presents less bias and less artifacts in fast kinetics organs uptake compared with DeepKernel.”

“DRL-TH outperforms existing methods in various crowded environments. We also implemented DRL-TH control policy on a real UGV and showed that it performed well in real world scenarios.”

“The method couples a high-fidelity, asymptotic-preserving VPL solver with inexpensive, strongly correlated surrogates based on the Vlasov--Poisson--Fokker--Planck (VPFP) and Euler--Poisson (EP) equations.”

“TPI-AI outperforms standalone LightGBM and Bi-LSTM baselines, achieving macro-F1 of 0.9562, 0.9124, 0.8345 on highD and 0.9247, 0.8197, 0.7605 on exiD at T = 1, 2, 3 s, respectively.”