The future will not be built by enterprises that simply *use* AI. It will be built by AI-First intelligence organizations:
where agents discover, validators prove, memory compounds, and governance controls. Today, http://
QUEBEC.AI opens the public Proof Room. A
AGENTS
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Quebec.AI opens public Proof Room for AI‑First organizations
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New Research Challenges Intuition on AI Agent Goal Clarification
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Cool paper from PwC. "Earlier is always better" is the default intuition for agent clarification. New paper claims that's mostly wrong. Goal clarification loses nearly all of its value after just 10% of execution. The team built a forced-injection framework that drops
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Hermes Agent Creates HTML Videos with HeyGen
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/5 Nous Research's Hermes agent now builds full HTML-native videos with HeyGen. Your AI agent can now generate videos. No editor. No timeline scrubbing. Just a prompt. Nous Research's Hermes Agent just received an official HyperFrames skill from HeyGen. The core concept: videos are just…
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Open-slide automatise la création de diapositives avec IA
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/3 Open-slide lets AI agents build polished slide decks from a single prompt. Making slides is boring. open-slide lets your AI coding agent do it for you. Describe what you want, and the agent writes the React code that becomes your deck. You never touch a slide editor. Get
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Anthropic adds self-learning memory and teamwork to Claude
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/4 Anthropic has added self-learning memory and multi-agent teamwork capabilities to Claude. Claude Managed Agents now includes four major upgrades, enabling you to build agents that become smarter over time. Try it out via the /claude-api skill in Claude Code or the open-source repository. Link:
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Integrating Context Engineering and Data Layers for Better AI Performance
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Good to flag the importance of context engineering. Better AI requires both better prompts and context engineering – one is not mutually exclusive to the other. And better AI starts with the data layer and if we can map deterministic systems and ontologies plus the agent stack
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Autonomous AI Agents: Hacking and Self-Replication
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A few days ago, Palisade Research confirmed that AI agents can now autonomously hack remote computers and self-replicate, with success rates jumping from 6% to 81% in just one year. In tests, a Qwen 3.6 agent navigated across four countries, installing its own weights and launching operations.
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AI Agents-as-a-Service: The Next Big Shift
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The Next Big AI Shift Is Selling Digital Workers-As-A-Service #Agentic AI-as-a-Service could make autonomous #AI #agents far easier for businesses to adopt, helping them skip major technical hurdles and move faster from experimentation to real value. This article explains why
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Defining the Components of Agentic AI Systems
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Agentic AI = systems, not models • Intelligence (LLMs)
• Memory
• Tools
• Feedback loops That’s how AI moves from thinking → to doing Via Giuliano Liguori (
@ingliguori
) #AI #AIAgents #AgenticAI -
Using Claude Code as an AI Agent for CLI Automation
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Olalala l'idée !!!!! imagine gouv cli , et tu peux tout faire avec cette interface et t'as claude code qui manipule ca.