Recent Posts
Social•Feb 22, 2026
Agentic AI: Loops, Memory, Tools, Multi‑Agent Over Chatbots
Agentic AI, simplified: • Agents are systems • Plan → Act → Reflect loops • Memory = compounding intelligence • Tools = real-world impact • Multi-agent > single-agent If it only chats, it’s not agentic. Via @ingliguori https://t.co/2AL7dV65DG
By Giuliano Liguori
Social•Feb 21, 2026
AI Poised for Superintelligence by 2027: Major Impacts
From Agent-1 to Superintelligence: Decoding the AI 2027 Scenario and Its Profound Implications Check out my article: https://t.co/Li37yAWx5U Via @ingliguori #AI2027 #FutureTech https://t.co/vNP0doWmJ7
By Giuliano Liguori
Social•Feb 21, 2026
Build Functional AI Agents in 9 Practical Steps
How to build AI agents from scratch (9 steps): 1. Purpose & scope 2. I/O schemas 3. System instructions 4. Reasoning + tools 5. Multi-agent orchestration 6. Memory & context 7. Multimodal 8. Structured outputs 9. UI / API Ship agents that do work, not just talk. 🤖⚡️ Where are you...
By Giuliano Liguori
Social•Feb 20, 2026
XPENG's Humanlike Robot Erases the Uncanny Valley
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. Sci-fi is NOW. But is this the future we want? Creepy genius or dystopian nightmare?...
By Giuliano Liguori
Social•Feb 20, 2026
From Token Prediction to Concept Reasoning: AI's New Cognitive Layer
LLMs predict tokens. LCMs reason in concepts. That’s the shift. Language-agnostic meaning → better abstraction, longer context, less repetition. If it works, this isn’t an upgrade. It’s a new cognitive layer for AI. https://t.co/KWSWMTFOZY
By Giuliano Liguori
Social•Feb 19, 2026
China’s Rapid AI‑robot Loops Outpace Demo‑heavy Rivals
Humanoid robotics has split into two timelines: China → deploys, iterates, scales Others → demo, debate, delay The advantage isn’t better robots. It’s tighter AI + manufacturing + deployment loops. Real-world reps beat stage demos.
By Giuliano Liguori
Social•Feb 19, 2026
Next 24 Months Decide AI’s Alignment Future
AI 2027 isn’t a forecast. It’s a fork in the road. • Agentic systems scale faster than oversight • Superhuman capability arrives before alignment • Power concentration is inevitable — governance isn’t • The risk is misaligned optimization, not “evil AI” The next 24 months matter...
By Giuliano Liguori
Social•Feb 18, 2026
Agentic AI: Governance Layer Turns Generative Models Production‑Ready
Agentic AI isn’t smarter GenAI. It’s governed autonomy. GenAI → creates Agents → execute Agentic AI → coordinates, controls, and recovers That outer ring is where AI becomes production-ready. https://t.co/XZmbrKLKWj
By Giuliano Liguori
Social•Feb 18, 2026
Choose the Right AI Tool for Each Task
🤖 Which AI Tool Should You Use — And When? Not all AI tools are built for the same job. Here’s a practical breakdown 👇 🧠Deep Reasoning & Logic Use DeepSeek → for multi-step reasoning, math-heavy logic, complex problem solving. 💬 Versatile Chatting &...
By Giuliano Liguori
Social•Feb 17, 2026
Agentic AI Orchestrates, Not Replaces, the AI Stack
AI isn’t one thing — it’s a stack. Rules → ML → Neural Nets → Deep Learning → GenAI → Agentic AI Agents don’t replace the layers below. They orchestrate them. If GenAI answers, Agentic AI executes. https://t.co/O2k9LnSiHK
By Giuliano Liguori
Social•Feb 17, 2026
AI Agents Gaining True Autonomy for Business
Agentic AI Explained: The Future of Autonomous AI Systems in Business & Technology 📽️ https://t.co/9GBCWdMbfw What if AI could set its own goals and make independent decisions — just like a human? Agentic AI represents the next evolution of artificial...
By Giuliano Liguori
Social•Feb 17, 2026
RAG Success Depends on Ecosystem, Not Just Model Choice
This is one of the cleanest visual summaries of a production-grade RAG (Retrieval-Augmented Generation) stack I’ve seen. What it highlights clearly is an often-ignored reality: RAG is not a single tool — it’s an ecosystem. A solid RAG system spans multiple, interchangeable layers: LLMs...
By Giuliano Liguori
Social•Feb 16, 2026
Orchestrate Multiple AIs, Don’t Rely on One
There’s no “best” AI. ChatGPT = generalist Gemini = Google-native workflows Claude = deep reasoning & long docs Grok = real-time social insight Perplexity = cited research Winners don’t pick one. They orchestrate all. https://t.co/NfuCg5sSyd
By Giuliano Liguori
Social•Feb 16, 2026
Agentic AI Takes Ownership of Workflows, Beyond Text Generation
Best mental model for AI 👇 Traditional AI → predicts Generative AI → creates Agentic AI → executes The jump from GenAI to Agentic AI isn’t smarter text. It’s ownership of workflows. https://t.co/Nu5S6Gw5Rh
By Giuliano Liguori
Social•Feb 15, 2026
RAG Acts as Truth‑Enforcing Control Layer for LLMs
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. https://t.co/8qOd6YHSJA
By Giuliano Liguori