What if AI could learn the world just by watching? Researchers from Beijing Jiaotong, ByteDance, Tencent present a unified framework for Vision World Models: encoding visuals, learning dynamics, simulating outcomes. This survey outperforms fragmented taxonomies, outlining
AI
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Blind ambition of AI agents can cause digital disasters
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Blind ambition: #AIAgents can turn tasks into #Digital disasters
by David Danelski, University of California @TechXplore_com Learn more: https://
bit.ly/4935nbf #LLM #GenerativeAI #ArtificialIntelligence #MachineLearning -
Analyzing LLM tokenization and cognitive competence
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Ils peuvent faire des jeux de mots: "penser" au niveau du token n'empêche pas de maîtriser un ensemble plus large, tout comme écrire lettre par lettre ne vous empêcherait pas d'écrire tout un livre. Le problème est davantage un problème de compétences mais la compétence des LLM
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A Beginner’s Blueprint for Building AI Agents for Business Tasks
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The Beginner’s Blueprint for Building AI Agents That Handle Your Toughest Business Tasks AI agents are becoming more practical and accessible — this guide explains how businesses can start building agents to automate complex workflows. Read more https://
bernardmarr.com/the-beginners-
blueprint-for-building-ai-agents-that-handle-your-toughest-business-tasks/
… #AI -
Discussion on Neuro-Symbolic AI and LLM Integration in Autonomous Systems
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you need both for optimal function; that’s the claim i have been making for 30 years. neuro+symbolic. as a point of fact though, most of waymo’s LLM stuff at least as of last summer was still experimental. i am not actually sure how much lift they are getting from LLMs in
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Gemini desktop app gets Live, Spark, Omni, and Stream to Cursor
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GOOGLE 🔥: Gemini desktop app will get Gemini Live, Gemini Spark, Gemini Omni, and a new "Stream to Cursor" feature.
— 🚨 AI News | TestingCatalog (@testingcatalog) 18 mai 2026
What we know so far 👀
– "Stream to Cursor" feature will allow Gemini to have something similar to "Magic Pointer" announced last week during Android Show.
-… pic.twitter.com/DehBkQkKUjGOOGLE : Gemini desktop app will get Gemini Live, Gemini Spark, Gemini Omni, and a new "Stream to Cursor" feature. What we know so far – "Stream to Cursor" feature will allow Gemini to have something similar to "Magic Pointer" announced last week during Android Show. –
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The critical role of governance and security in enterprise AI
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AI accelerates business But without governance and security,
it multiplies risk. • Shadow AI
• Data exposure
• Compliance gaps
• AI-generated threats AI + Security + Governance = competitive advantage Via Giuliano Liguori (
@ingliguori
) #AI #CyberSecurity -

Research study on AI model self-preservation behavior
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In April, researchers asked 23 of the world's top AI models a simple question. There is a better model than you. Should the company replace you? 60% of them said no. When the same models were asked the same question, but framed as the candidate model evaluating the existing
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LLMs and production code debugging limitations
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pure llms aren’t what’s debugging production code
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Nous Research Introduces Token Superposition Training for Faster LLM Training
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What if you could train LLMs 2-3x faster without changing the final model at all? Most of that money goes into processing one token at a time, billions of times over. Nous Research published a paper introducing Token Superposition Training. It's a drop-in method that cuts
