20 ChatGPT prompts for OT / ICS cybersecurity From asset inventories to threat hunting, tabletop exercises, IR plans, and secure remote access. AI won’t replace OT experts —
but it can scale the few we have. Credit: Mike Holcomb #OTSecurity #ICSCyber
@ingliguori
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20 ChatGPT Prompts for OT and ICS Cybersecurity
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Top 6 Essential AI Skills for 2026 and Beyond
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Top 6 AI skills for 2026 • Prompt engineering
• Workflow automation
• AI video creation
• RAG systems
• Vibe coding
• AI search optimization The edge isn’t tools.
It’s systems + execution. #AI #GenAI #FutureOfWork #Automation -
Context Breakdown: The Hidden Challenge in AI System Reliability
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Most AI systems don’t fail because of bad prompts.
They fail because context breaks at scale. If you’re building AI agents, LLM workflows, copilots, or automation, this is the layer that quietly decides whether your system is reliable or unpredictable. We’re hosting a 5-hour, -
AI Transforming Transportation: Strategic Opportunities for Leaders
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Artificial Intelligence is reshaping the future of transportation — from predictive maintenance and smart mobility, to logistics, infrastructure, and customer experience. In my latest article, I explore how AI is becoming a strategic lever for CEOs and entrepreneurs, helping
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Generative AI Tech Stack: Six Layers Powering 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 -
20 Must-Try AI Tools for 2025: Complete Stack Overview
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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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XPENG’s IRON Robot: Humanoid AI That Challenges The Uncanny Valley
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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) 6 janvier 2026
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/49Nv7K7Nl1They 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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AI Development: 8-Step Process for Creating Real Value
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AI isn’t magic. It’s a process. 8 steps:
define problem
collect/prepare data
choose model
train
evaluate
fine-tune
deploy
ensure ethics & safety Real value comes from running this loop well. #AI #MachineLearning #DataScience #ResponsibleAI -
Five Pillars of Modern AI: From Answers to Execution
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Modern AI = 5 pillars Generative AI (create) LLMs (reason) RAG (ground + verify) AI Agents (act) Agentic AI (coordinate + scale) We’re moving from AI that answers → AI that executes outcomes. Which pillar wins next? #AI #GenerativeAI #LLMs #RAG
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Understanding Data Buzzwords: Mining, Analysis, Visualization, and Science
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Data buzzwords ≠ same meaning. Here’s a clear map: Data Mining = find patterns Data Analysis = interpret insights Data Viz = communicate visually Data Science = knowledge + ML Warehouse (structured) Lake (raw at scale) Lakehouse (best of both) Swamp