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AGENTS
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Agent-World: Scaling Real-World Environment Synthesis for General Agent Intelligence
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Agent-World: Scaling Real-World Environment Synthesis for Evolving General Agent Intelligence Paper: https://
arxiv.org/abs/2604.18292
Project: https://
agent-tars-world.github.io/-/ -

Agent-World: Self-Evolving AI Agent Training Arena Using Real APIs
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What if your AI agent could train itself in thousands of real-world environments instead of static datasets? Renmin University of China and ByteDance Seed introduce Agent-World, a self-evolving training arena. It automatically discovers real-world tool ecosystems (like APIs
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AI Agent Learns Autonomously and Updates Website Content
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The question you should ask is "are my AI agents smart enough?" I built lists of the smartest. More than 50,000 here on X: https://
x.com/scobleizer/lis
ts
… Then told my AI agent to go learn. It just added some new sections to https://
alignednews.com/ai My Agent is getting smarter every -

Agentic AI Full Stack: Where Most Systems Actually Fail
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Most people still think Agentic AI is just ChatGPT plus tools. They are wrong. This diagram matters because it shows the full stack. Five layers. And in my view, most failures do not happen in the models. They happen in layers four and five. 𝟭/ 𝗔𝗜 & 𝗠𝗟 𝗧𝗵𝗲
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Gemini Chatbot Struggles With Tool Integration and Persistence
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I think the Gemini chatbot has all the pieces to be a useful tool, but struggles to put it all together. It still doesn't seem to know what files it can create or how its tools work together. It also seems to get "discouraged" a lot, giving up rather than finding new solutions.
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Codex Integrated With Gmail Calendar Slack Journals Game-Changer
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I have to admit… Codex has really grown on me. I've pretty much got it open and running some sort of process throughout the day at all times now. Having it connected to my Gmail, my calendar, my Slack, my Granola, and being able to see my personal journals is a game-changer.
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Google’s Free 5-Day AI Agents Coding Course Returns
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Google's 5-Day Vibe Coding AI Agents course is back. 1.5 million developers took it last year. Register now. 100% free.
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Aligned ASI Curing Diseases and Helping Humanity Globally
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ASI* is GPT-X deciding I want to throw a party for myself and every human on earth will get a personalized email them that will help them in some way, and also here is a cure for a bunch of diseases * Aligned version