Hệ thống đa tác nhân thất bại vì 5 vấn đề chính: độ trễ, chi phí token, sai sót dây chuyền, cấu trúc giòn và khả năng quan sát. 14 bài báo ICLR 2026 đề xuất các giải pháp như hành động dự đoán, chia sẻ KV và cây quyết định có cấu trúc. #HệThốngĐaTácNhân #ICLR2026 #TríTuệNhânTạo #MultiAgentSystems #AI

https://www.reddit.com/r/LocalLLaMA/comments/1qs5t82/14_iclr_2026_papers_on_why_multiagent_systems/

[2026년에 주목해야 할 AI 코딩의 주요 토픽과 트렌드

Google Cloud AI Director인 Addy Osmani가 정리한 2026년에 주목해야 할 AI 코딩의 주요 토픽과 트렌드. Agentic AI, Ralph Wiggum Pattern, Agent Skills, Orchestration & multi-agent tools, Beads & Gas Town, Clawdbot, Sub-agents 등에 대한 개요를 제공.

https://news.hada.io/topic?id=26277

#agenticai #aicoding #multiagentsystems #aiorchestration #llm

2026년에 주목해야 할 AI 코딩의 주요 토픽과 트렌드

<p>Google Cloud AI Director인 Addy Osmani가 정리한 2026년에 주목해야 할 AI 코딩의 주요 토픽과 트렌드.</p> <p>Agentic AI를 알아가기 시작한...

GeekNews

New research shows AI agents can chat but still operate in isolated reasoning silos, making coordinated tasks brittle. Without shared intent or inference loops, handoffs stumble. What does this mean for open‑source multi‑agent projects? Dive in to see how we can bridge context sharing and build true collaborative reasoning. #MultiAgentSystems #CollaborativeReasoning #ContextSharing #TaskHandoff

🔗 https://aidailypost.com/news/ai-agents-can-exchange-messages-lack-shared-reasoning-coordinated

Dive into the future of multi-agent systems with our comprehensive review of agent-based programming. Explore AI agent development, language extensions, applications in robotics, IoT, and automation. Learn how to build intelligent, autonomous agents efficiently. Creating agents with RubikChat!
🔗 Read https://github.com/OliviaAddison/A-Review-of-Agent-Based-Programming-for-Multi-Agent-Systems-in-2026
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Breakthrough in AI: Multi-Agent Systems are revolutionizing complex problem-solving by enabling collaborative intelligence. Networked AI agents can now tackle research challenges more effectively than single-entity approaches. Discover how interconnected computational systems are pushing the boundaries of artificial intelligence! 🤖🧠 #MultiAgentSystems #ArtificialIntelligence #AIResearch #NetworkedIntelligence

🔗 https://aidailypost.com/news/multi-agent-systems-outperform-single-agents-complex-research

So the question remains open: is it worth implementing a hierarchical Ralph system, or is it better to directly design a proper deep-agent orchestration from the start? #AI #LLM #VibeCoding #RalphWiggum #AutonomousAgents #Optimization #MultiAgentSystems #DeepAgents 🧵 12/12
What’s new in Microsoft Foundry | October and November 2025 | Microsoft Foundry Blog

Transform AI development with Microsoft Foundry, a unified, interoperable AI platform to build, optimize, and govern AI innovation at scale.

Microsoft Foundry Blog
Stop the "Tower of Babel" in AI. Build multi-agent systems that collaborate effectively using Google's A2A protocol. https://hackernoon.com/building-multi-agent-systems-that-communicate-reliably-with-the-a2a-protocol #multiagentsystems
Building Multi-Agent Systems That Communicate Reliably with the A2A Protocol | HackerNoon

Stop the "Tower of Babel" in AI. Build multi-agent systems that collaborate effectively using Google's A2A protocol.

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#AI #AIAgents #AIRevolution #AgenticAI #AutomationTools #FutureOfWork #AIDevelopment #IntelligentAutomation #NextGenAI #DigitalTransformation #AITrends #MultiAgentSystems #WorkAutomation #RubikChat