Long way to go, but Grok 4.20 is starting to get open form engineering questions right
PROMPT ENGINEERING
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Five Key Traits of Effective AI Users in Professional Settings
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Here's a saying I just came across—totally agree with it, so sharing it here. A summary of 5 key traits of people who use AI effectively around me: 1. Strong professional skills They have a solid foundation in their field, able to break down tasks into clear steps and then
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AI Search Behavior Study Reveals Interpretation Gaps
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He publicado un episodio en @ivoox
: "#1069: La IA casi nunca busca exactamente lo que el usuario escribe (un estudio lo confirma) #podcast -
Minimax M2.5 Launch: Advanced AI for Productivity Workflows
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Minimax M2.5 is live on Poe! The new Minimax M2.5 is designed for real world productivity, with a focus on planning‑driven, multi‑step execution across complex digital workflows. It excels at coding, cross‑tool context switching, and agent style task coordination. Also, it
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Book: Unlocking Data with Generative AI and RAG
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New updated 2nd Edition, by @keithbourne v/ @PacktDataML "Unlocking Data with Generative AI and RAG — Learn AI Agent Fundamentals with RAG-powered Memory, Graph-based RAG, and Intelligent Recall" Get the book here: http://
amzn.to/49zsIkb -
RAG as a Control Layer: Beyond Simple Search and GPT
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RAG isn’t “search + GPT”. It’s a control layer:
• limits hallucinations
• enforces evidence
• defines what the model is allowed to know LLMs generate text.
RAG defines truth. -
Using Claude Cowork for automated SEO keyword research
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8. Utilise Claude Cowork pour faire toute la recherche de mots-clés. « Ouvre Chrome, va sur Ahrefs et analyse les 20 principales pages de mon concurrent XYZ. com, extrait leurs mots-clés cibles, volumes de recherche, et donne-moi une liste priorisée avec les scores de difficulté
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Using AI Agents for Competitive Analysis and Content Strategy
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1. Claude Cowork peut analyser entièrement les faiblesses de vos concurrents. « Scanne ces sites. Qu'est-ce qui manque sur les sites de ces concurrents ? Identifie les lacunes de contenu et propose-moi 5 sujets que je devrais traiter pour être plus utile qu'eux. » Si vous
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Agentic AI: From Tools to Systems Thinking
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AI-ready ≠ tool-ready. This cheatsheet shows the real shift:
Models → Systems
Prompts → Planning
Outputs → Outcomes Agentic AI rewards systems thinkers — not tool collectors. -
Creative AI Feature Presentation: Memory Cycle Framework
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咱就欣赏这种有创意的运营帖子 看猫的同时，知道了 Memory 能干嘛 Remember -> Organize -> Recall -> Evolve