NEW paper worth reading: MetaCogAgent MetaCogAgent equips a multi-agent system with metacognition so each agent decides whether it should answer or delegate. In other words, it aims for self-aware task delegation rather than fixed routing. The bottleneck in multi-agent systems
AGENTS
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New Research Paper Proposes Exploration Checkpoint Coverage for LLM Agents
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new longcat paper! “Look Before You Leap” LLM agents often fail because they act before they understand the environment. So this paper introduces Exploration Checkpoint Coverage, a verifiable reward for discovering key states, objects, affordances, and constraints. With
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AI-Powered Situational Awareness for Mining Safety
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LoopX: #AI-Powered Situational Awareness for Safer Mining Operations
— Ronald van Loon (@Ronald_vanLoon) 19 mai 2026
via @WevolverApp#EmergingTech #Technology #Innovation #Tech pic.twitter.com/VSgBNgOXngLoopX: #AI-Powered Situational Awareness for Safer Mining Operations
via @WevolverApp #EmergingTech #Technology #Innovation #Tech -
Neural Expressive Redesign Enables Dynamic AI Collaboration
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The "Neural Expressive" redesign is exactly what this experience needed. It’s not just an aesthetic update; moving away from static walls of text toward dynamic, agentic interactions is key to making AI feel like a true collaborative partner. Between that and the new agentic
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Agentic engineering raises stakes in AI development
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Nick Jablonski at #Rev26: vibe coding lowered the barrier. Agentic engineering raises the stakes. Knowing when humans must stay in the loop, and how to design for it, is the new engineering challenge. #AgenticAI #Rev26
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AI assistants and agents can now share memory across clients
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Now Claude, ChatGPT, and your agents can share memory with each other. That means:
→ fewer repeated prompts
→ persistent context
→ much smoother workflows
→ long projects without losing continuity And it also works with more clients like Cursor, Windsurf, Raycast, or Gemini -
Shared Memory Store Unifies Context Across AI Tools
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Acaban de arreglar uno de los mayores problemas de la IA.
— Nico (@nicos_ai) 19 mai 2026
Se llama Memory Store.
Una memoria compartida para Claude, ChatGPT, Cursor y tus agentes IA.
Tu contexto persiste entre herramientas, proyectos y conversaciones.
Te explico cómo configurarlo en menos de 3 minutos 👇 https://t.co/QSndJDNVt7 pic.twitter.com/TJPEZpJjo0They just fixed one of the biggest problems in AI. It's called Memory Store. A shared memory for Claude, ChatGPT, Cursor, and your AI agents. Your context persists across tools, projects, and conversations. I'll explain how to set it up in less than 3 minutes
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Google’s Gemini 3.5 Flash Now Available on Databricks Platform
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Google's Gemini 3.5 Flash is now available on Databricks! @Google just released Gemini 3.5 Flash, and Databricks is among the first outside the Gemini Enterprise Agent Platform to offer it. Build and scale agentic AI applications on your enterprise data with the governance and
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Google Introduces Agentic Coding Features in Search
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Google just announced agentic coding in search. Based on your search, Gemini processes your ask, decides whether it should build a new interface, reasons through the steps, and creates a personalized interface for you. It’s powered by Antigravity. Sort of like artifacts.
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How to Authenticate Agent Skills Before Execution
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How to Authenticate Agent Skills Before Execution | Nemotron Labs https://t.co/aSkgYYmNtB
— NVIDIA AI (@NVIDIAAI) 19 mai 2026How to Authenticate Agent Skills Before Execution | Nemotron Labs