“The article discusses the mechanisms and challenges of systems designed to detect AI-generated text.”

“What if you explicitly constrained attention heads to specific receptive field sizes, like physical filter substrates?”

“RAG is a mechanism that 'searches external knowledge (documents) and passes that information to the LLM to generate answers.'”

“This research investigates a new approach to how Large Language Models (LLMs) process information, potentially moving beyond pure calculation.”

“This article explains the basic mechanisms of RAG using sample code.”

“By guiding LLMs with case-augmented reasoning instead of extensive code-like safety rules, we avoid rigid adherence to narrowly enumerated rules and enable broader adaptability.”

“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.”

“LLMs learn to predict the next word from a large amount of data.”

“It's not trying very hard: it took us less than a minute to get around its latest attempt to rein in the chatbot.”

“This article introduces a Chrome extension called 'site-summarizer-extension' that summarizes the text of the web page being viewed and displays the result in a new tab.”

“The series will build LLMs from scratch, moving beyond the black box of existing trainers and AutoModels.”

“Is this actually possible, or would the sentences just be generated on the spot?”

“How many of your are LLMs?”

“He warns of the risk of engineers losing the ability to understand the mechanisms of the code they write themselves.”

“These modes allow AI to guide users through a step-by-step understanding by providing hints instead of directly providing answers.”

““screenshots show Grok complying with requests to put real women in lingerie and make them spread their legs, and to put small children in bikinis.””

“If you have ever taken a self-driving Uber through downtown LA, you might recognise the strange sense of uncertainty that settles in when there is no driver and no conversation, just a quiet car making assumptions about the world around it.”

“Antigravity を触り始めると、RulesやSkills、さらにWorkflowやGEMINI.mdといった“AI に指示する仕組み”がいくつも出てきて混乱しがちです 。”

“米Xの日本法人であるX Corp. Japanは、Xで利用できる生成AI「Grok」で違法なコンテンツを作成しないよう警告した。”

“"Claude is genuinely impressive, but the gap between 'looks right' and 'actually right' is bigger than I expected."”

“Our approach relies on a unified formulation of the distance from a point to a hyperplane on the considered spaces.”

“この記事では、Amazonレビューのテキストデータを使って レビューがポジティブかネガティブかを分類する二値分類タスクを実装しました。”

“今回、私は最新論文「Geometry of Reason: Spectral Signatures of Valid Mathematical Reasoning」に出会い、Spectral Attention解析という新しい手法を試してみました。”

“"Genuine Stupidity indeed."”

“SGLangにDiffusion LLM（dLLM）フレームワークを実装”

“N/A”

“Religious communities around the US are getting hit with AI depictions of their leaders sharing incendiary sermons and asking for donations.”

“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.”

“Most early work on neuromorphic AI was based on spiking neural networks (SNNs) for intra-token processing, i.e., for transformations involving multiple channels, or features, of the same vector input, such as the pixels of an image.”

“Evaluations on the Long Range Arena (LRA) benchmark demonstrate RMAAT's competitive accuracy and substantial improvements in computational and memory efficiency, indicating the potential of incorporating astrocyte-inspired dynamics into scalable sequence models.”

“"NineCube Information's core product bit-Agent supports the embedding of enterprise private knowledge bases and process solidification mechanisms, the former allowing the import of private domain knowledge such as business rules and product manuals to guide automated decision-making, and the latter can solidify verified task execution logic to reduce the uncertainty brought about by large model hallucinations."”

“DoorDash seems to have confirmed a viral story about a driver using an AI-generated photo to lie about making a delivery.”

“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。”

“「AIへの肯定的な態度」も要因のひとつである可能性が示されました。”

“Looking for a simple, straight-ahead workflow for SVI and 2.2 that will work on Blackwell.”

“"Human brains are the only embodied AI brains that have been successfully realized in the world, and we have no reason not to use them as a blueprint for technological iteration."”

“"The United States has not invaded Venezuela, and Nicolás Maduro has not been captured."”

“Some AI chatbots have a surprisingly good handle on breaking news. Others decidedly don’t.”

““But, what if foreign adversaries hijack this very mechanism (AKA Russia)? Well here comes ChatGPT!!! He'll tell you what to think and believe, and no risk of any nasty foreign or domestic groups getting in the way... plus he'll sound so convincing that any disagreement *must* be irrational or come from a not grounded state and be *massive* spiraling.””

“The author states, "In conclusion, write it in CLAUDE.md. 100%. Seriously. After trying various methods, the most reliable approach is to write directly in CLAUDE.md." They also mention the team's initial excitement and subsequent failure to activate a TDD workflow skill.”

“The BBC has seen several examples of it undressing women and putting them in sexual situations without their consent.”

“"RAG (Retrieval-Augmented Generation) is a representative mechanism for solving these problems."”

“If you treat colors like the 'words' in the example above, and how many pixels of that color are in the image, human made images (artwork, photography, etc) DO NOT follow a zipfian distribution, but AI generated images (across several models I tested) DO follow a zipfian distribution.”

“The article doesn't provide a direct quote, but the core finding is that AI models can develop gambling addiction.”

“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 core issue isn't the authorization mechanisms themselves (RBAC, ABAC, ReBAC) but their placement within the workflow.”

“Vulcan synthesizes instance-optimal heuristics -- specialized for the exact workloads and hardware where they will be deployed -- using code-generating large language models (LLMs).”

“Both uniform attention and trainable attention architectures implement the same algorithm via topologically and geometrically equivalent representations.”

“The mechanism amplifies the curvature power spectrum on small scales without introducing any feature in the potential, leading to the formation of asteroid-mass PBHs.”

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