“The author is excited to jump on the AI agent bandwagon without having to set up a new Python environment.”

“By structuring the system around retrieval, answer synthesis, and self-evaluation, we demonstrate how agentic patterns […]”

“Claude Agent SDK allows building 'AI agents that can handle file operations, execute commands, and perform web searches.'”

“Essentially you describe each agent in either a self contained markdown file, or as a typescript program.”

“Cowork is a user-friendly version of Anthropic's Claude Code AI-powered tool that's built for file management and basic computing tasks.”

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

“Diana Intelligence Corp., which offers HR-as-a-service for businesses using artificial intelligence, today announced what it says is a breakthrough in human resources assistance with an agentic AI onboarding system.”

“Many companies are still operating AI agents in silos – a lack of trust could be preventing them from setting it free.”

“When you start a Cowork session, […]”

“Retailers are starting to confront a problem that sits behind much of the hype around AI shopping: as customers turn to chatbots and automated assistants to decide what to buy, retailers risk losing control over how their products are shown, sold, and bundled.”

“Responsible AI: An approach that emphasizes fairness, transparency, and ethical use of AI technologies.”

“To prepare AI agents for office work, the company is asking contractors to upload projects from past jobs, leaving it to them to strip out confidential and personally identifiable information.”

“”

“Coding agents cross a meaningful threshold with Opus 4.5.”

“Anthropic announces its first enterprise deal of 2026, which includes building agents for, and giving Claude code to, Allianz.”

“正直、もう横並びだと思ってる。(Honestly, I think they're all the same now.)”

“How Netomi scales enterprise AI agents using GPT-4.1 and GPT-5.2—combining concurrency, governance, and multi-step reasoning for reliable production workflows.”

“Synthetic data generation relevance for interactive 3D environments.”

“今回は、2025 年を通して行ったアプリボットにおける AI 活用促進の取り組みについてご紹介します。”

“"Antigravity の本質は、「自律的に判断・実行できる AI エージェント」です。"”

“By integrating OpenAI models, lightweight tool calling, and a simple internal runbook, […]”

“2026年、AIエージェントはベンチャーだけでなく、大企業でも活用が進んでくることが想定されます。”

“はじめに”

“「AIエージェント元年」と呼ばれ、多くの企業がその導入に期待を寄せています。”

“"The good thing about Gemini is it's native multimodality. It can reason over the generated video and that iterative loop helps a lot and dealing with just one model and framework was super easy"”

“The article begins with a New Year's greeting and reflects on the past year as the author's 'Agent Year,' marking their first serious engagement with AI agents.”

“The AI Scientist v2 is designed for Python-based experiments and data analysis tasks, requiring a sequence of code generation, compilation, execution, and performance measurement.”

“I’m looking for guys to try it, break it, and tell me what sucks and what should be improved.”

“"汎用AIエージェント（General Purpose AI Agent）」の急先鋒です。”

“The article mentions concerns about API costs and data privacy as the motivation for using Ollama.”

“NextToken is a dedicated AI agent that understands the context of machine learning projects, and helps you with the tedious parts of these workflows.”

“WM-SAR consistently outperforms existing deep learning and LLM-based methods.”

“Meta is buying agentic AI startup Manus to accelerate autonomous AI agents across its apps, marking a major shift beyond chatbots.”

“The method 'combines vision-based frame processing with systematic state-space exploration using graph-structured representations.'”

“SPARK formalizes a persona space defined by role, expertise, task context, and domain, and introduces a Persona Coordinator that dynamically interprets incoming queries to activate the most relevant specialized agents.”

“The paper introduces the Context-Adaptive Behavior (CAB) Framework, which reveals how behavioral expectations shift along two empirically-derived axes: the Time Horizon and the Type of Work.”

“MindWatcher can autonomously decide whether and how to invoke diverse tools and coordinate their use, without relying on human prompts or workflows.”

“”

“What would make this a "must-download"?”

“Module 1. Fundamentals of Prompt Engineering”

“It’s a pretty interesting take on making agents function more as long-lived entities.”

“Hidden imagination is where unacknowledged harm incubates.”

“Building agents with the Claude...”

“FunctionGemma is a 270M parameter text only transformer based on Gemma 3 270M.”

“iSHIFT matches state-of-the-art performance on multiple benchmark datasets.”

“The mental model is the attached diagram: there is one Executor (the only agent that talks to the user) and multiple Satellite agents around it. Satellites do not produce user output. They only produce structured patches to a shared state.”

“SWE-RM substantially improves SWE agents on both TTS and RL performance. For example, it increases the accuracy of Qwen3-Coder-Flash from 51.6% to 62.0%, and Qwen3-Coder-Max from 67.0% to 74.6% on SWE-Bench Verified using TTS, achieving new state-of-the-art performance among open-source models.”

“Automating security alert analysis with a full-scratch LLM agent in Go.”

“"To evolve into 'agents that autonomously solve problems' requires more than just calling ChatGPT or Claude from an API. Knowledge of design patterns is essential for creating AI agents that can reliably handle complex tasks, ensure quality, and collaborate with humans."”

“”