Souvenez-vous : dans la vision de Mark Zuckerberg, 80 % de vos "amis" seront des intelligences artificielles créées par Meta… C’est le futur qui se dessine. « Il y a une statistique que je trouve complètement folle : l’Américain moyen aurait moins de trois amis », explique
AGENTS
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AI Agent Root Cause Analysis and Recommendation Capabilities
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"What's really powerful is the ability of the agent, to understand root causes, like, what really caused something to happen and then translate that into a recommendation" – Wayne Usie, @diginomica
: https://
okt.to/eEwIny @mvollmer1 @nicochan33 @alvinfoo @blueyonder #BYICON -

Build AI Research Agent with LangGraph and Ollama
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AI Research Agent Tutorial Build an AI research agent that searches the web and generates cited summaries using LangGraph and Ollama. This open-source tutorial walks you through creating a complete research automation solution. Watch the tutorial:
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Multi-Agent System Generates Real-Time Company Research Reports
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Company Researcher A multi-agent system that generates real-time company research reports using LangGraph. Specialized nodes analyze business, financial, and market data through an intelligent pipeline. Check out the demo https://
github.com/pogjester/comp
any-research-agent
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DeerFlow: Open-Source Deep Research Framework with LangGraph Agents
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DeerFlow: Deep Research Framework An open-source framework for conducting systematic deep research through coordinated LangGraph agents. Enables comprehensive literature analysis, data synthesis, and structured knowledge discovery. GitHub Repository: https://
github.com/bytedance/deer
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The concept of a singular controller AI model
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The assumption is that we may see Iltra as a one single model yes. That will operate other tools and models.
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Google Assistant Refuses to Play Sabrina Carpenter’s Espresso
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Me: "Ok Google, play Sabrina Carpenter's Espresso, the clean version"
Google: "My give-a-fucks are on vacation" -
Analysis of Gemini’s multi-modal agent capabilities and future AI trends
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And the juicy part As there is a new announcement pointing to "multi-modal generation", and considering that Gemini is getting more and more tools into their "Agents" toolbox… There is a big chance that Gemini Ultra will work similarly to what GPT-5 is expected to be – a
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Updates to Agent Memory and Context Features
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Besides this, "Saved Info" might get renamed to "Personal Context" and a new "Memory (Teamfood)" option has been added to the "Agents" toolbox.
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LLM Self-Awareness in Task Adaptation and Problem-Solving
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This is not the core issue. The core issue is that the LLM has to autonomously and in general way figure out that it is natively not well adapted to do this task in its head, that it doesn’t succeed in doing so, and that it should do this and that instead to solve it.
