The Future of Enterprise Transformation Starts Now Harnessing Agentic AI and Model Context Protocol (MCP) for Sustainable Growth Businesses are entering a new era driven by autonomy, security, and intelligent adaptability. Agentic AI and MCP are redefining how
@ingliguori
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XPENG’s IRON Robot Breaks Uncanny Valley with Silicone Skin
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They SLICED OPEN a "human" on stage… and IT WALKED AWAY. XPENG's IRON robot just shattered the uncanny valley—silicone skin, fluid steps, zero humans inside.
— Giuliano Liguori (@ingliguori) 17 décembre 2025
Sci-fi is NOW. But is this the future we want? Creepy genius or dystopian nightmare? Watch & tell me: Real robot or… pic.twitter.com/PLgs3KEbkOThey SLICED OPEN a "human" on stage… and IT WALKED AWAY. XPENG's IRON robot just shattered the uncanny valley—silicone skin, fluid steps, zero humans inside. Sci-fi is NOW. But is this the future we want? Creepy genius or dystopian nightmare? Watch & tell me: Real robot or
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20 Must-Try AI Tools for 2025: Complete Stack Guide
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20 must-try AI tools for 2025. This stack covers everything: chat & reasoning image gen video gen voice/music AI search automation AI agents My top 3 right now: ChatGPT, Perplexity, Midjourney. What are yours? #AI #AITools #GenerativeAI #Automation
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Generative AI Tech Stack Framework for Autonomous Agents
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The Generative AI ecosystem is evolving into a full tech stack — powering autonomous AI agents.
From infrastructure and LLMs to RAG pipelines, agent behaviors and orchestration layers, this framework shows the 6 layers driving next-gen AI systems. Credit: @goyalshalini #AI -
15 Key Architectural Characteristics for Designing Robust AI Agents
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Just shared this brilliant mind map on the 15 key architectural characteristics of AI agents — absolutely packed with insights! Modularity, evolvability, context awareness, security compliance… everything you need to design robust agents. Huge thanks to @Python_Dv for creating
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17 Prompt Engineering Techniques to Maximize ChatGPT Results
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Prompt engineering is now a critical skill for getting the best results from ChatGPT.
These 17 techniques — roles, context, structure, scenarios, frameworks and more — can transform the quality of outputs. Credit: @ginacostag_ #AI #ChatGPT #PromptEngineering #Productivity -
AI Governance Essential: EU AI Act Risk Categorization for Rights Protection
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AI governance is not optional, it's essential. The EU Artificial Intelligence Act categorizes AI risk to protect rights and safety. Discover more with @ingliguori
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AI Tools Guide: Choosing the Right LLM for Every Task
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Cheat sheet: ChatGPT = create/build (writing, coding, workflows)
Grok = live trends + punchy takes
Gemini = Google Workspace-native collaboration
Claude = deep reading + long-doc reasoning
Perplexity = research w/ citations Right tool for the right job.
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AI Agents: From Reasoning to Action with Tools and Memory
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AI Agent = AI that reasons + plans + uses tools + acts to hit a goal.
Loop: goal → sense → plan → tool use → act → eval → memory → improve. Core parts: system prompt, tools/APIs, short- & long-term memory, adaptive traits. Shift: chatbots give answers; agents deliver -
10 AI Methods to Accelerate Your Learning Process
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10 ways to learn faster with AI: 1. Explain like I’m 5 2. Examples/analogies 3. Motivation boosts 4. Role-play 5. Study plan 6. Quizzes 7. Mind maps 8. Expert roundtables 9. Mnemonics 10. Improve your draft Learning loop = understand → practice → test → refine.