Mon vol coûtait 1 260 €. J'ai payé 118 €. Un agent IA l'a réservé pendant que je dormais. Via WhatsApp. Une seule phrase. Sans une seule ligne de code. Voici comment l'utiliser : [ Ajoutez en signet pour ne pas perdre ! ]
AGENTS
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Hugging Face Builders Global Program Now Open for Applications
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Seeing the worldwide demand we are kicking off global applications for Hugging Face Builders! If you're passionate about open AI and love bringing people together, this is your invitation to lead Learn more about the program and apply to become a Builder
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OpenClaw-RL: Train AI Agents Through Live Feedback
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"OpenClaw-RL: Train Any Agent Simply by Talking" OpenClaw-RL’s big idea is that every time an AI agent gets a reply, error, test result, or tool output, it’s already receiving free feedback. So instead of wasting those signals, this paper turns everyday use into live
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Amazon sues autonomous agents for unauthorized marketplace purchases
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Amazon is already suing them for using agents to make purchases on Amazon's marketplace. The legal layer of autonomous agents touching real systems is just getting started
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AI Crawler Blocking in robots.txt: Quick Audit Detection
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The most common reason sites don't show up in AI answers is blocking AI crawlers in robots.txt by accident. This catches that in the first 30 seconds of an audit.
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Open-Ended Autonomous Goal Setting: The True AI Frontier
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Open-ended autonomous goal setting is the capability gap nobody has a clean path to yet. Everything else is impressive but this is the actual frontier.
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Voice Notes Outperform Precise Prompts for AI Agents
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Rambling voice notes instead of precise prompts getting better results 8 out of 10 times is the counterintuitive finding that should change how most people interact with their agents.
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Self-Awareness as Key to Viral AI Success Stories
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Respect for the self-awareness. Half the viral AI success stories follow this exact template.
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Multi-Model Architecture: Routing Tasks to Optimal AI Systems
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Running Opus 4.6 and GPT-5.4 simultaneously and routing tasks to whichever handles them best is a smarter architecture than picking one model and defending it.
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IterResearch: AI Agents for Long-Duration Marathon Research Tasks
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Can AI agents truly handle marathon research tasks without losing their way? Renmin University, Alibaba Group's Tongyi Lab, and OpenRLHF present IterResearch. This iterative method rethinks how agents process long tasks. Instead of a single, ever-growing memory context, it