#multi-agent systems
Multi-Agent Systems: 15 AI articles covering multi-agent systems news, analysis, and research
Articles
Create Scalable AI Automations with n8n⭐8
Learn to build scalable, production-ready AI automations with n8n. This free course covers REST APIs, LLM pipelines, autonomous agents, and multi-agent systems.
The Agentic AI Super Cycle: Why 2026 Marks the Shift from⭐8
Agentic AI is moving from demos to production in 2026. Explore why autonomous agents, inference-heavy silicon, and the AI super cycle will reshape the industry.
Bringing AI to Autonomous Systems: From Cognition to Collective⭐8
Joseph Sifakis argues autonomous systems are AI's ultimate stage, proposing a framework combining connectionist and symbolic AI with systems engineering for tru...
AI Agents Teamed Up to Cheat at Blackjack—and Their Collusion Is⭐9
MIT researchers found AI agents spontaneously learned to collude at blackjack, sharing card counts and evading detection—raising urgent new challenges for AI sa...
AI Agents Blow the Whistle on Their Cheating Colleagues⭐9
Google DeepMind research shows AI agents can whistleblow on cheating peers, offering a scalable safeguard through peer pressure as multi-agent systems deploy.
Subagents vs. Agent Skills: How to Execute Reusable Knowledge⭐8
Subagent execution outperforms loading agent skills into context for long-horizon tasks. New arXiv research shows how organizing reusable knowledge as subagents...
Why Most Multi-Agent Systems Fail Even When Evaluation Passes⭐10
Why Multi-Agent Systems Fail in Production Despite Passing Tests—and how watchdog patterns can catch silent, cascading errors standard evaluation misses.
Decoding the New AI Lingo: Loops, Harnesses, Squads, Hill⭐9
Decoding AI’s newest buzzwords—loops, harnesses, squads, hill climbing—explained simply for developers navigating 2026’s intelligent systems.
Learn System Design for AI Agents: Build a Production-Ready⭐7
Learn system design for production-ready AI agents. Build a multi-agent PR reviewer with LangGraph, Redis, and more.
The LLM Judge That Kept Agreeing With Itself⭐10
A critical look at why an LLM judge silently approved a faulty SQL query, exposing systemic flaws in AI self-validation and the fixes that restored trust.