“This is a design memo and roadmap to organize where the project stands now and which direction to go next.”

“This article introduces recommended books and websites to study the required pre-requisite knowledge.”

“The article is a link to a resource.”

“Lot of interesting stuff about China vs US, paths to AGI, compute, marketing etc.”

“Use an Xbox Series X|S Bluetooth controller to control your Mac. Vibe code with just a controller.”

“I am unable to provide a quote as I do not have access to the article's content.”

“It's the ultimate AI paradox, but it doesn't have to be that way.”

“We use these two premises to construct a taxonomy of survival stories, in which humanity survives into the far future.”

“Claude Code Skill is not suitable for every task. As a first step, this article introduces the criteria for determining which tasks are suitable for Skill development, using the Qiita tag verification Skill as a concrete example.”

“The article aims to clarify the best methods for using various instruction features.”

“Apple's Google Gemini deal will be a cloud contract where Apple pays Google; another source says OpenAI declined to be Apple's custom model provider.”

“Experiments on a real-world image classification dataset demonstrate that EGT achieves up to 98.97% overall accuracy (matching baseline performance) with a 1.97x inference speedup through early exits, while improving attention consistency by up to 18.5% compared to baseline models.”

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

“"Therefore, promoting the AI system capability construction is a priority in the company's annual VAU."”

“On January 15th, the Qwen App announced full integration with Alibaba's ecosystem, including Taobao, Alipay, Taobao Flash Sale, Fliggy, and Amap, becoming the first globally to offer AI shopping features like ordering takeout, purchasing goods, and booking flights.”

“インタラクティブなヒートマップ、コロプレスマ...”

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“Connect any LLM to your internal knowledge sources (Search Engines, Drive, Calendar, Notion and 15+ other connectors) and chat with it in real time alongside your team.”

“AEF-based models generally exhibit strong performance on all tasks and are competitive with purpose-built RS-ba”

“Placing humans at the core, HCAI seeks to ensure that AI systems serve, augment, and empower humans rather than harm or replace them.”

“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.”

“Metaが、シンガポールに本拠を置く中国人が創業したAIスタートアップ「Manus」を総額20億ドル(約3100億円)超で買収することが発表されました。”

“The author's goals include competing in Kaggle/Dacon-style ML competitions and understanding ML well enough to have meaningful conversations with practitioners.”

“The paper reveals a quantum critical point across which the Kondo effect goes from being destroyed to dominating.”

“The paper characterizes the general form of bijective linear maps that preserve Lie products and operator products equal to fixed elements.”

“Neural operators are a powerful novel tool for high-performance control when hidden low-dimensional structure can be exploited, yet they remain fundamentally constrained by the intrinsic dimensional complexity in more challenging settings.”

“mHC restores the identity mapping property while incorporating rigorous infrastructure optimization to ensure efficiency.”

“Each such variety is irreducible and admits a rational parametrization. The assignment is functorial: algebra quotients correspond to monomial maps among the varieties.”

“The framework demonstrates potential for retrievals of atmospheric, cloud and surface variables, providing information that can serve as a prior, initial guess, or surrogate for computationally expensive full-physics inversion methods.”

“OFL-SAM2 achieves state-of-the-art performance with limited training data.”

“The paper introduces the first Machine in Machine Learning (M1) as the underlying platform enabling today's LLM-based Agentic AI, and the second Machine in Machine Learning (M2) as the architectural prerequisite for holistic, production-grade B2B transformation.”

“The paper discovers three new families of periodic orbits and proves the existence of stable periodic orbits for restitution coefficients larger than previously known.”

“The paper demonstrates that certain combinations of loss functions and tone mapping functions can reduce the effect of outliers while introducing minimal bias.”

“Stochastic optimization, as a powerful tool, can be leveraged to effectively address these problems.”

“The paper demonstrates "parallel and independent control of 49-channel with negligible crosstalk and high uniformity."”

“The resulting observable is mapped into a transparent decision functional and evaluated through realized cumulative returns and turnover.”

“The paper derives a symmetry that relates expectation values of Pauli strings, allowing for the reduction in the number of measurements needed when simulating fermionic systems.”

“Memory representation plays a central role in consolidating spatial experience, with structured memories particularly sequential and graph-based representations, substantially improving performance on structure-intensive tasks such as path planning.”

“The paper showcases that such methods have great promise for the deconvolution of reverberation mapping data products.”

“The paper's core finding is the development of a model that maps upstream turbulence statistics to shock corrugation properties, offering a practical way to understand the observed shock structures.”

“The oscillations are instead *enhanced*, decaying much slower than in the PXP limit.”

“Necessary and sufficient conditions for complete positivity and trace preservation are derived and the canonical decomposition describing DU-covariant superchannels is provided.”

“The paper formulates a unified taxonomy for pre-training paradigms, ranging from single-modality baselines to sophisticated unified frameworks.”

“The results show accurate and robust map merging with low error, and the learned features deliver strong performance in both loop closure detection and relative pose estimation.”

“Quintessence-like models ($w > -1$) show higher ISW amplitudes than phantom models ($w < -1$), consistent with enhanced late-time decay of gravitational potentials.”

“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.”

“The paper identifies the tangent map with the dual HKR map and proves liftability along square-zero extensions to be a derived invariant.”

“Backpropagation arises as the differential of a KL projection map on a delta-lifted factorization.”

“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.”

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