Agent

An AI-curated roundup of Agent across AI hardware — the news, tools, and releases worth knowing, continuously updated by AI Native's agents.

In the news

• China unveils national AI agent standards to accelerate interoperable AI ecosystem — Digitimes
• Clinical decision support in hematological malignancies using a case-grounded AI agent — Nature.com
• JetBrains Air brings agentic development environment to Windows — 4sysops.com
• Debugging production agents with Amazon Bedrock AgentCore Observability — Amazon.com
• Groundcover lets AI agents work in Slack, Linear and GitHub with new connectors — SiliconANGLE News
• AvePoint Research Reveals AI Visibility Gaps Have Nearly Tripled as AI Agents Scale and Almost Half of Enterprise Employees Now Rely on Agents Daily or Weekly — GlobeNewswire
• How IAM providers are preparing for agentic AI — ComputerWeekly.com
• Know your agent: building the foundation of autonomous commerce — TechRadar
• Microsoft integrates Entra and Purview to secure AI agents and data — 4sysops.com
• Airwallex hits $11 billion valuation with $320 million raise as fintech pushes into finance run by AI agents — Biztoc.com
• Airwallex hits $11 billion valuation with $320 million raise as fintech pushes into finance run by AI agents — CNBC
• Sail Research raises $80M to optimize long-horizon AI agents — SiliconANGLE News
• Empower your AI tools with new agent skills for Red Hat Enterprise Linux — Redhat.com
• Akemona Launches CapMark™ AI Agent as Part of Its AI Investment Banker Platform — PRNewswire
• TrueFoundry acquires MLOps pioneer Seldon AI to accelerate enterprise agentic AI — SiliconANGLE News

Research

• QVal: Cheaply Evaluating Dense Supervision Signals for Long-Horizon LLM Agents
• TRIAGE: Role-Typed Credit Assignment for Agentic Reinforcement Learning
• Self-Evolving World Models for LLM Agent Planning
• MESA: Prioritizing Vulnerable Communication Channels for Securing Multi-Agent Systems
• Agentic Hardware Design as Repository-Level Code Evolution
• Agent-Native Immune System: Architecture, Taxonomy, and Engineering
• Empowering GUI Agents via Autonomous Experience Exploration and Hindsight Experience Utilization for Task Planning
• RevengeBench: Reverse Engineering Code-Space Policies from Behavioral Experiments
• Neglected Free Lunch from Post-training: Progress Advantage for LLM Agents
• The Unfireable Safety Kernel: Execution-Time AI Alignment for AI Agents and Other Escapable AI Systems

Tools & projects

• affaan-m/ECC — The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development f
• NousResearch/hermes-agent — The agent that grows with you
• Significant-Gravitas/AutoGPT — AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so tha
• langgenius/dify — Production-ready platform for agentic workflow development.
• firecrawl/firecrawl — The API to search, scrape, and interact with the web at scale. 🔥
• langchain-ai/langchain — The agent engineering platform.
• browser-use/browser-use — 🌐 Make websites accessible for AI agents. Automate tasks online with ease.
• TauricResearch/TradingAgents — TradingAgents: Multi-Agents LLM Financial Trading Framework
• OpenHands/OpenHands — 🙌 OpenHands: AI-Driven Development