Agents
The agentic stack, tracked daily: MCP and A2A protocols, LangChain/LangGraph, Claude Code, OpenAI Agents SDK, agent frameworks, benchmarks and orchestration patterns.
The agentic stack, tracked daily: MCP and A2A protocols, LangChain/LangGraph, Claude Code, OpenAI Agents SDK, agent frameworks, benchmarks and orchestration patterns.
Latest in Agents
30 stories
Accelerate campaign workflow with insights from Adobe Marketing Agent for Amazon Quick
Amazon Quick and Adobe Marketing Agent help marketing teams access campaign insights within governed conversations in seconds. Marketers can ask questions about…

Upcoming deprecation of Opus 4.6 (fast)
We will deprecate Opus 4.6 (fast) across all GitHub Copilot experiences (including Copilot Chat, inline edits, ask and agent modes, and code completions), on Ju…

Anthropic brings Artifacts to Claude Code, letting teams share live pages from coding sessions
Claude Code can now turn work results into interactive web pages called "artifacts" and share them with your team. The pages pull from the full session context,…
Copilot code review: AGENTS.md support and UI improvements
Copilot code review now supports repository-level AGENTS.md files, and it’s easier to request a review from Copilot on draft pull requests with the Reques…

Google Deepmind treats its own AI agents like rogue employees with office keys
Google Deepmind treats its own AI agents as potential insider threats. The company's new "AI Control Roadmap" ties security measures to measurable AI capabiliti…

Amazon Bedrock AgentCore harness is now generally available: Go from idea to production-grade agent in minutes
Today, Amazon Bedrock AgentCore harness is generally available. Two API calls (CreateHarness to define an agent, and InvokeHarness to run it), and you have an a…

Copilot-authored pull requests now included in author searches
Searching for pull requests using author: now shows pull requests opened by Copilot cloud agent on the user’s behalf. For example, searching with author:@…

Adobe adds AI agents to Photoshop, Premiere, and more Creative Cloud apps
Adobe is rolling out its "creative agent" across its main Creative Cloud apps and third-party AI platforms like ChatGPT and Claude. Users describe what they wan…
The rise of the agentic shopper: ASOS’s AI investment
The British fashion retailer’s chief technology officer discusses why agentic AI represents ‘a structural shift’ in how consumers engage with brands.…
Rewiring Talent to Value in the age of AI
As humans enter a new era with AI agents as coworkers, companies need to update their framework for defining their most valuable roles. Here’s how to get starte…
Securing the future of AI agents
Securing internal systems with an AI Control Roadmap, combining traditional safeguards and real-time monitoring.…

At Cannes Lions, NVIDIA Partners Reshape Advertising and Marketing With AI
The digital era gave the advertising and marketing industry speed; the AI era is giving it autonomous operations. For companies building next-generation technol…
NeuralMUSIC: A Hybrid Neural-Subspace Framework for Robot Sound Source Localization
Reliable sound source localization is fundamental to robot audition, enabling autonomous robots to perceive spatial cues and operate effectively in dynamic envi…
EARS: Explanatory Abstention for Reliable Sub-Agent Modeling in Large-scale Multi-Agent Systems
In large-scale enterprise settings, centralized multi-agent systems (MAS) are increasingly adopted, in which a coordinator delegates user requests to lightweigh…
LegalWorld: A Life-Cycle Interactive Environment for Legal Agents
Civil litigation is inherently a life-cycle process: what a lawyer drafts on day one constrains what unfolds at trial months later. Yet existing legal benchmark…
ProfiLLM: Utility-Aligned Agentic User Profiling for Industrial Ride-Hailing Dispatch
Bringing Large Language Models (LLMs) into industrial ride-hailing dispatch as semantic feature extractors over platform-scale behavioral logs is a compelling b…
SAGE: Stochastic Prompt Optimization via Agent-Guided Exploration
Context engineering has emerged as a primary lever for improving AI systems without parameter updates. Recent work showing that textual gradients do not functio…
SciRisk-Bench: A Risk-Dimension-Aware Benchmark for AI4Science Safety
Large language models (LLMs) are increasingly embedded in AI for Science (AI4Science) workflows, from scientific question answering and literature analysis to l…
Towards an Agent-First Web: Redesigning the Web for AI Agents
The World Wide Web was built on an assumption held for three decades: the primary consumer of web content is a human being. This permeates every layer; its acce…
AdsMind: A Physics-Grounded Multi-Agent System for Self-Correcting Discovery of Adsorption Configurations on Heterogeneous Catalyst Surfaces
Identifying the lowest-energy surface-adsorbate configuration is critical for modeling heterogeneous catalysis, yet exhaustive exploration with ab initio calcul…
Enhancing Decision-Making with Large Language Models through Multi-Agent Fictitious Play
Large language model (LLM)-based multi-agent systems (MAS) have demonstrated great potential in solving tasks with execution complexity, by distributing subtask…
Data Intelligence Agents: Interpreting, Modeling, and Querying Enterprise Data via Autonomous Coding Agents
Production data integration is bottlenecked by repeated, lossy handoffs between data owners, engineers, and analysts who must collaboratively discover, structur…

France Advances Europe’s AI Future With NVIDIA Technologies
A year ago at NVIDIA GTC Paris at VivaTech, France laid out plans to advance local AI — from new AI factories and national compute capacity to open frontier mod…

Get back hours every day with autonomous agents in Amazon Quick
Today, Quick gets even more powerful: new autonomous agents that work continuously on your behalf, an activity feed that helps you prioritize your mos…

Context intelligence for your data and AI agents at scale
Agents are only as intelligent as the context they can reason over. Today, that context is scattered across data lakes, data warehouses, lakehouses, databases, …
A near-autonomous AI chemist improves a challenging reaction in medicinal chemistry
OpenAI and Molecule.one show how a near-autonomous AI chemist using GPT-5.4 improved a key drug-making reaction, advancing medicinal chemistry research.…

GitHub Copilot app generally available
The GitHub Copilot app is now generally available for macOS, Windows, and Linux. It’s the desktop home for agent-driven development, built natively on Git…

Agent finder for GitHub Copilot now available
GitHub agent finder is now available. Instead of hand-wiring which MCP servers, skills, canvases, agents, and tools each agent should use—and filling your…

New in Amazon Bedrock AgentCore: Build agents with broader knowledge and continuous learning
Today we're introducing new capabilities on Amazon Bedrock AgentCore, the platform to build, connect, and optimize agents. In this post, we cover how these capa…

Nvidia research shows robots that train themselves through AI coding agents
Researchers from Nvidia, Carnegie Mellon University, and UC Berkeley are using AI coding agents to teach robots dexterous grasping in the real world. A fleet of…