“Agent = LLM + Tools. This simple equation unlocks incredible potential!”

“拓威天海的使命，是以‘数智AI履约’为基座，将复杂的跨境物流变得像发送快递一样简单、可视、可靠。”

“This article discusses the publication of Sam Altman's 2017 OpenAI call notes.”

“OpenAI just rehired former employees who previously left the company to work at Thinking Machines Lab.”

“Anthropic launched Cowork, bringing the autonomous capabilities of its developer-focused Claude Code tool to non-technical users through a desktop application.”

“The article highlights the significance of addressing user's mental health concerns within AI interactions.”

“OpenAI has announced that its most advanced agent-based programming model to date, GPT-5.2-Codex, is now officially open for API access to developers.”

“The author, previously a proponent of free AI tools, decided to subscribe to Gemini with an annual Google AI Pro plan.”

“私のメインの仕事は「クライアントと連絡をすること」です。ほとんどの時間をブラウザ/チャットツール/メーラー/Excelを見て過ごしています。”

“Last year's premium Gmail AI features are also rolling out to free users.”

“Gmail is also bringing several AI features that were previously available only to paid users to all users.”

“Our estimator can be trained without computing the autocovariance kernels and it can be parallelized to provide the estimates much faster than existing approaches.”

“最近、機械学習パイプラインツールとしてMetaflowを使っています。(Recently, I have been using Metaflow as a machine learning pipeline tool.)”

“"Objective speaking, for a long time, adding small print for annotation on promotional materials such as posters and PPTs has indeed been a common practice in the industry. We previously considered more about legal compliance, because we had to comply with the advertising law, and indeed some of it ignored everyone's feelings, resulting in such a result."”

“この1週間、GitHubで複数のプロジェクトを同時並行で進め、AIを活用することで個人レベルでは不可能だったアウトプット量と質を実現しました。”

“"I don't know how to code."”

“The core issue is the change in behavior: the model now reproduces almost the same result (about 90% of the time) instead of generating unique images with the same prompt.”

“”

““Over the past two weeks, I’ve been experiencing something unusual with Anthropic’s models, particularly Claude. Tasks that were previously handled in a precise, intelligent, and consistent manner are now being executed at a noticeably lower level — shallow responses, logical errors, and a lack of basic contextual understanding.””

“The dynamics become effectively Haar-random well before the system can ergodically explore the physically accessible Hilbert space.”

“The paper establishes a complete classification for fermionic symmetry protected topological phases (FSPT) with purely discrete internal symmetries, which determines the crystalline case via the crystalline equivalence principle.”

“The paper derives bilinear tau forms of the canonically quantized Painlevé equations, relating them to those previously obtained from the $\mathbb{C}^2/\mathbb{Z}_2$ blowup relations.”

“The conditional entropy or code length in many cases continues to decrease with context length at least to $N\sim 10^4$ characters, implying that there are direct dependencies or interactions across these distances.”

“The paper argues that vibe coding is best understood as interface flattening, a reconfiguration in which previously distinct modalities (GUI, CLI, and API) appear to converge into a single conversational surface, even as the underlying chain of translation from intention to machinic effect lengthens and thickens.”

“The paper constructs cw-expansive homeomorphisms on compact surfaces of genus greater than or equal to zero with a fixed point whose local stable set is connected but not locally connected.”

“ASUS officially announced a price increase for its products, citing rising DRAM and SSD prices. According to ASUS's latest official statement, the company will increase the prices of some products starting January 5th, due to the rising costs of DRAM and storage driven by artificial intelligence demand. Although ASUS has not yet disclosed the specific increase, this move is similar to Dell's, which previously announced a price increase of up to 30%.”

“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 shows that changing the gluing edge isomorphisms does not affect the quasi-isometry type of these groups.”

“The paper constructs 3-fold blocking sets of conjectured size, obtained as the disjoint union of three linear blocking sets of Rédei type, and they lie on the same orbit of the projectivity (x:y:z)↦(z:x:y).”

“CellSecInspector discovers 43 vulnerabilities, 8 of which are previously unreported.”

“DynaFix repairs 186 single-function bugs, a 10% improvement over state-of-the-art baselines, including 38 bugs previously unrepaired.”

“The original study's claim of a 55% increase in click-through rate was found to be implausibly large, with high-powered replications showing negligible effects.”

“Sources told CNBC today that the Japanese conglomerate finalized the deal last week.”

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

“The paper proves a central limit theorem for the Euclidean distance between two independent random vectors uniformly distributed on $l_p^n$-balls.”

“The model necessitates $X_{ extsc{ln}} \approx 2.5 imes 10^{-3}$, a value $20 imes$ lower than previously claimed.”

“The paper demonstrates that a previously proposed condition for consistency does not hold and provides new characterizations and conditions.”

“The article includes phrases like "code completion, design review, document creation, email creation," and mentions the pressure to stay updated with AI news to avoid being seen as a "lagging engineer."”

“This is the first complete, publicly-available, and machine-readable record of Malaysia's electoral boundaries, and fills a critical gap in the country's electoral data infrastructure.”

“In June, I shared a bonus article with my curated and bookmarked research paper lists to the paid subscribers who make this Substack possible.”

“The paper demonstrates that the decoherence decay rates differ between inertial and accelerated frames and that the characteristic exponential decay associated with the Unruh effect can be observed at lower accelerations.”

“The paper demonstrates consistently high attack success rates with minimal perceptual distortion, revealing a critical and previously underexplored attack surface at the encoder level of multimodal systems.”

“The paper states: "We recover many RRab groups associated with known Galactic GCs and derive the first RR Lyrae-based distances for BH 140 and NGC 5986. We also detect small groups of two to three RRab stars at distances up to ~25 kpc that are not associated with any known GC, but display GC-like distributions in all six parameters."”

“The paper reveals a tunable regime of ergodicity breaking due to quantum many-body scars, manifested as long-lived coherent oscillations that persist across a much broader range of parameters than previously observed, including at the equilibrium phase transition point.”

“The paper finds a nearly-flat nondegenerate unstable branch associated with inplane rotations of the IrO₆ octahedra and that phases with rotations in every IrO₆ layer are lower in energy.”

“The study confirms that imperfections in commercially available multimode fibers are responsible for undesirable alterations in the output structured light fields during bending. The ion-exchange waveguides exhibit previously unseen resilience of structured light transport even under severe deformation conditions.”

“The study highlights the requirement for stronger nucleon reinteractions than previously assumed.”

“The paper derives constraints on the coupling parameters using data from the LZ, XENON, and Borexino experiments, covering mediator mass from $10^{-6}$ to $1$ GeV.”

“”

“The early ``ledge'' feature observed in SN 2022acko have also been observed in other SNe II, suggesting that early-phase circumstellar interaction (CSI) is more common than previously thought.”