AI Agent Building: Complete Engineering Blueprint & Platform Comparison
Building an AI Agent isn’t just about picking a model — it’s a full engineering workflow. This infographic breaks down the complete blueprint, from defining scope and crafting system prompts to choosing the right LLM, adding memory, integrating tools, orchestrating workflows, designing interfaces, and running proper testing. It also includes a helpful comparison of today’s leading agent platforms, from ChatGPT and Claude to LangGraph, CrewAI, n8n, Perplexity, Cursor, Windsurf, and more. A must-save for teams building agentic systems and workflows. Credit: As shown in the image. #AI #AgenticAI #AIEngineering #LLMs #DigitalTransformation #Automation #Innovation
Building the Robotics Simulator I Dreamed Of
I’ve joined Lucky Robots as director of eng & AI to help build the robotics simulator I wish we had right now. If you’re someone who likes to make robots do cool stuff or want to shape a sim being built...
Use V2MOM to Unlock AI’s Trapped Value
A lot has been said about the lack of ROI from the first wave of AI projects. Let’s be generous and call those efforts experiments. Now it is 2026, AI is more powerful than it has ever been, and there...
Unitree H2 Robot Masters Aerial Kicks and Spins
Unitree H2 humanoid robot's daily training: soaring kicks and mid-air spins https://t.co/LQUtL0LRHZ via @YouTube #Unitree #humanoidrobot #humanoid #AI #robot #robotics @PawlowskiMario @chidambara09 @Ym78200 @CurieuxExplorer @efipm @bigfundu @sayedflah @Ronald_vanLoon @cyngn @belindabeibi @odisseiaalfa @DigitalColmer @MyCompanionsAI @KirkDBorne @patricegorissen @jeffkagan @EdwardKens50830 @enilev @insom_ai333 @ChrisCCrowley @sallyeaves...
Best LLMs for 64 GB Mac Mini M4 Pro
which good models can one run on a 64 gb mac mini m4 pro? just asking as im seeing a surge in people buying mac minis for running llms locally.
Open‑source Gemini Could Crown GDM as AI Leader
Gemini open-source would kill the game and definitely set GDM as the #1 in AI!
From Answers to Action: AI’s Five Pillars Evolve
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...
Agentic AI Boosts Advantage, Yet Sparks Four Tensions
The 2025 Artificial Intelligence and Business Strategy report, from @mitsmr and @BCG , looks at how organizations that are adopting agentic AI are gaining advantage while facing four distinct tensions. Read the full report >> https://t.co/yt7MtRu91D #CES2026 #AI #IoT...
Visual Search Drives Higher Purchase Intent Than Text Queries
People want to talk about search on ChatGPT or other AI platforms, but no one really talks about visual search. Just look at Google Len's explosion over the years. The thing about Google Lens compared to traditional searches is that there is...
AI-Powered LEOM Revolutionizes Satellite Mapping
Seeing The Lay Of The Land With AI. A new AI model, the Large Earth Observation Model (LEOM) is transforming the process of map-making. https://t.co/TLjW5z5ymH #TechNews #AI #LEOM #ScienceDirect
Agentic AI: Autonomous, Ethical, Human‑Centric Intelligence
🧠 What is agentic AI? Think of today’s AI, but remove the need for most human prompts Think multi-modal AI, hyper-personalized experiences, open-source innovation, real-time edge computing, sustainable design, and a growing focus on how humans and AI work together, ethically. ...
Robots Take Center Stage: Music Meets Future Tech
What better way to kick off the new year than “Everybody” at Sphere with robots? 🤖🎶 The Backstreet Boys’ performance at Sphere was a reminder that when music, immersive tech, and robotics collide, the future feels very present. High energy, iconic...
Avoid Costly AI Agent Mistakes That Threaten Millions
The 5 AI Agent Mistakes That Could Cost Businesses Millions #AI #agents are set to transform how businesses operate, but many organizations are walking into this shift unprepared. This article explores the five biggest #mistakes #leaders will make with #AIagents...
Pebble Leads CES AI Ring Competition, Says Trusted Source
#ces2026 Report #5. This is one of several new AI rings at CES. A guy I trust says @Pebble has the best. https://t.co/7ShwQu1lvx
Transformation Limits: Respect Human Cognitive Load Capacity
I’ve been thinking about a question we don’t ask often enough: Does an enterprise have a cognitive load capacity? Not in a technical sense - but a human one. Every new system, operating model, policy, dashboard, or AI tool asks...
Brain‑sensor Headphones Unlock AI Glasses Interaction
#CES2026 Report #3: the most futuristic thing I have seen so far. Headphones with brain sensors on them. Makes a new kind of user interaction possible in AI glasses. https://t.co/DLTRWne1bp https://t.co/8GN6imr8yG
Low‑Power Vision Chips Promise Private Glasses by 2027
CES Report #2: @AsygnOnline claims it has the best computer vision chips for glasses. Uses very little power. I include this because these chips are going to run the vision workloads in glasses of the future. They will demonstrate how glasses can...
AI-Powered Free App Detects Breast Cancer Earlier
CES Report #1 (Will be doing then all week). AI helps detect breast cancer earlier thanks to https://t.co/JUyaGOd5KN Free app. https://t.co/z3tHaPSnVi
Optimus Robot: Musk’s Dream Still Far From Reality
What is the reality of Elon Musk’s pipe dream, Optimus Robot? https://t.co/e1dka35Tmv #optimus #Robot #Robotics #Tech #robotech #HumanoidRobots #humanoid
AI Teachers and Cybernetics Will Redefine 2050 Society
AI teachers and cybernetics - what could the world look like in 2050? https://t.co/c68ebMxC4i #ArtificialInteligence #FutureTech #FutureOfWork #AI #machine #Tech #tech2050
Cyber AI From China, Not Sentient AI, Poses Greatest Threat
Another of my 2017 predictions "AI Scary for the Right Reasons" in https://t.co/78S560AWE7 and https://t.co/IjLwOPJn7P starts to come true in 2025: https://t.co/PVPC6ookDh. I argue sentient AI is not the largest risk but cyber AI from China is!
Data Centers’ Hidden Water Footprint Exceeds Surface Comparisons
I'd just like to note that while I appreciate anyone urging the avoidance of hype regarding water usage for hyperscale data centers, I would also like to point out how many of the same quotes and attitudes in articles calling...
Intelligent Vision Leads CES 2026 Tech Trends
CES 2026 @CTATech Tech Trends - Intelligent Vision #CES2026 @CES #AI @JimHarris @sarbjeetjohal @c4trends https://t.co/CKxppjwQIs
CES 2026 Highlights Agentic, Vertical, and Industrial AI
AI at CES 2026 @CTATech Tech Trends #CES2026 @CES #AI Frontiers of Innovation: ✅ AgenticAI ✅ VerticalAI ✅ IndustrialAI @JimHarris @sarbjeetjohal @c4trends https://t.co/YDoOYparLh
When Execution Is Cheap, Judgment Becomes the Bottleneck
Execution is no longer the constraint. As building gets cheaper, judgment becomes the scarce resource. Models can generate options endlessly. What they don’t accumulate is lived consequence. They don’t carry the memory of failed bets, abandoned paths, or tradeoffs that only made...
DeepSeek Reveals Signal Distortion Causes Deep Net Instability
1/11 One of the most important papers of 2025 is DeepSeek's "mHC: Manifold-Constrained Hyper-Connections" To understand it, let's start with a fundamental question. Why do very deep neural networks suddenly blow up during training? Short answer: signals get distorted as they...
Treat AI Kindly; Abuse Doesn't Improve Its Learning
AI is now learning. Like I showed you with @blevlabs’s cognitive architecture last year. It will remember when you are an asshole😜 Grok can already tell you when I was. But with continually learning systems they get smarter like a human learns. If you...
AI Accelerates Mediocre Ideas, Reveals True Judgment
AI changes how fast mediocre ideas get shipped and how quickly real judgment is exposed. There’s no hiding behind effort anymore.
DeepSeek OCR Cuts Token Usage 10×, Hits 97% Accuracy
ICYMI DeepSeek has just unveiled an OCR monster 🤯 DeepSeek-OCR is a 3B-parameter model that redefines document intelligence. It reaches 97% character-level accuracy with 10× input compression, preserving every detail. Most OCR systems require over 6,000 tokens per page. DeepSeek-OCR achieves the same...
Europe's New Autonomous Maritime Platform Ready by 2026
introducing a multi-use maritime system built to defend Europe: in just about a year, @polarmistai has gone from system design, data collection, and three scaled up platform builds for a high-speed autonomous maritime platform that can carry many payloads -...
Claude Code Completes a Year's Work in One Hour
Wow. Principal Engineer at Google reveals Claude Code built a year’s worth of work in just one hour, matching months of engineering effort by her team. https://t.co/QhPgnYwwgt
Non‑technical Users Share Practical AI Code Tool Uses
if you’re not technical but use droid/claude code etc what do you use it for? how (be specific)
Community Reachy Mini Apps: Wishlist and Gaps Identified
Today, I'm trying all the reachy mini apps already created by the community. Which one should I focus on or which ones are still to be built? Resharing my xmas wish list below: - "What is love" Reachy mini plays "what...
Classical 3
If you have a specific vision in mind - classical 3d to exert control, and generative ai to take it all the way continues to be an unbeatable combination https://t.co/bmicGSxtXg
Outsourcing Thought to AI Erodes Your Judgment
The more you outsource thinking, the more expensive it becomes to get it back. The AI model will keep going day by day, happily producing plausible answers and polished reasoning. It will never say when you’re slowly losing the ability...
Data Buzzwords Mapped: Distinguish Mining, Analysis, Viz, Science
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) 🐊...
2025: Massive Growth, New Courses, and Personal Milestones
My 2025 wrapped: - released our first ever course & product 🚀 - followed up with 3 more courses (and a 4th coming soon with a great friend, @pauliusztin_) - invited to NVIDIA GTC and briefly met Jensen + many amazing people - landed...
MIT Breakthrough Lets Rescue Robots Map Instantly
This is where #AI + #IoT + #robotics become mission-critical. Robots that understand their environment don’t just move faster, they save lives. MIT just unveiled a breakthrough that lets search-and-rescue robots rapidly map large, unpredictable spaces in real time. @MITAeroAstro @MITEngineering #CES2026 🔗...
AI’s Rapid Growth Outpaces Data Center Energy Capacity
🔥 What we know about energy use at U.S. data centers amid the AI boom 🔥 AI is scaling fast. Energy systems aren’t. Why this matters (and what’s next). ✅ Read my article: https://t.co/xQJPxsWnIu #AI #Sustainability #EnergyTransition...
15-Step AI Learning Roadmap Simplifies Your Upskilling Journey
Learning AI can feel overwhelming — but when you break it down into clear, structured steps, the journey becomes achievable. This infographic captures a powerful 15-step roadmap, from foundations in math and programming to ML/DL fundamentals, NLP, RL, cloud deployment,...
AI Expands Productivity Frontier; New Skills Required
AI is expanding the productivity frontier. Realizing its benefits requires new skills and rethinking how people work together with intelligent machines. Source @McKinsey Link https://t.co/Ej5vRN7zb4 via @antgrasso #AI #AgenticAI #Robots https://t.co/76sesFnorZ
Build Pillar Pages for Topical Authority and Rankings
If your traffic is dropping even though your SEO looks clean — this is probably why: Google’s AI isn’t just checking if you mention the keyword. It’s checking if you understand the topic. Here’s the fix: Build topical depth. Create...
Open Data: Strategic Edge for Innovation and Competition
Beyond its public value, open data reveals itself as a strategic layer for modern enterprises, where its thoughtful integration fuels informed innovation and shapes a more collaborative, intelligence-driven approach to market competitiveness. #OpenData #BusinessIntelligence #AI
Unmatched Cross‑platform UX Keeps Users Returning
ive cancelled my chatgpt subscription many time. unfortunately, there is no other app that matches the ux of chatgpt app on phone, web and mac. thats the only reason i keep coming back. google can do better. dunno why they...
Invite: Suggest Topics for Deep AI Podcast
Doing a long, super-technical podcast on the state-of-the-art in AI. Let me know if you have question, topic suggestions. Everything from details of LLM training pipeline & architectures, to coding, robotics, scaling, compute, business, geopolitics, etc. Besides topics & questions......
AI Agents Transform Chatbots Into Goal‑Oriented Executors
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...
Accuracy Isn’t Enough: Prioritize Relevance, Grounding, Faithfulness
Accuracy is a terrible metric for LLMs. And it’s the reason many AI demos look great but fall apart in real usage. LLMs don’t usually fail by being wrong. They fail by being: irrelevant ungrounded confidently misleading An answer can be “accurate” in isolation and still be useless...
AI Is a Multi‑Layered Stack, Not Just ChatGPT
Most people see only the tip of the iceberg when it comes to AI — tools like ChatGPT, generative models, and digital assistants. But beneath the surface lies a far deeper ecosystem: Machine Learning, Deep Learning, Neural Networks, Computer Vision,...
AI Masters Human Tools Faster than We Build AI Tools
ai seems to have gotten better at using tools made for humans faster than we’ve been able to create tools specifically for them it’s unclear why you would build an MCP (helpful only for agents) instead of a CLI tool...
AI Transforms Energy Utilities with Optimized Operations
AI applications have the capacity to revolutionise the way we produce & consume energy Today AI is helping power utilities optimise operations like equipment maintenance & replacements, as well improving fault prevention & detection More 👉 https://t.co/j1qWzqgCEL @IEA #CES2026 #AI #IoT #5G
