1- running agents for longer dones not increase success rate to 100% : a dumb model will never solve hard tasks no matter how long it runs
(Same as in an IQ test actually, to use your analogy: spending even days on a task you don't understand won't help you solve it)
2- running
AGENTS
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AI Agents’ Limitations in Solving Hard Tasks
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Rubrics as Models: Optimizing Stakeholder Alignment and Evaluator Agreement
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Core idea: We can treat rubrics like models. Optimize along two axes: (1) Alignment with stakeholder objectives (2) Agreement among evaluators, both human and LLMAJ
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100+ Free AI Agents and RAG Tutorials Released
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Stay tuned for more such interesting posts → @Saboo_Shubham_ I have created 100+ AI Agents and RAG tutorials, 100% free and opensource. P.S: Don't forget to star the repo to show your support
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100+ Free Step-by-Step AI Agents and RAG Systems Tutorials
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100+ free step-by-step tutorials with code covering: AI Agents RAG Systems Voice AI Agents MCP AI Agents Multi-agent Teams Autonomous Game Playing Agents P.S: Don't forget to subscribe for FREE to access future tutorials.
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RAG vs Agentic RAG: Key Differences Explained
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What’s the difference between #RAG and #AgenticRAG? http://
bit.ly/4pkl7Nc @bytebytego #AI #AIAgents #AgenticAI @mvollmer1 @Kevin_ODonovan @Shi4Tech @enilev @CatherineAdenle @FmFrancoise @AkwyZ @jblefevre60 @EvanKirstel @BetaMoroney @gvalan @CurieuxExplorer @Fabriziobustama -

Majority Not Always Right: RL Training for Solution Aggregation
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The Majority is not always right RL training for solution aggregation
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Monte Carlo Transforms Data Troubleshooting with LangGraph and LangSmith
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How Monte Carlo is transforming data troubleshooting with LangGraph + LangSmith As a leading data + AI observability platform, @montecarlodata has built an AI Troubleshooting Agent that can launch hundreds of sub-agents to investigate data issues in parallel— helping enterprises
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Developer products and open source strategy for personal AI
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Is he expecting to build any developer aimed products? What would be his open source strategy? Or is personal super intelligence all about chatgpt in WhatsApp?
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AI Agents Mastery Guide link from godofprompt
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Here's the link: https://
godofprompt.ai/ai-agents-mast
ery-guide?utm_source=twitter&utm_medium=giveaway&utm_campaign=ai-agent-mg
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Simulation of human behaviors by AI using LLM at Google France
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Today, I had the pleasure of presenting at @GoogleFR, to the tech teams of @YouTube and to the partners present, my thoughts, tests and prototyping on the simulation of human behaviors by AI using LLM, and on how this could be applied for