AGI isn’t a model. It’s all about the end to end process. From pre training, to training, to RL, to scaffolding. The self/improving system is AGI.
Rodney Brooks has just published his annual predictions scorecard about AI, robotics, and technology more broadly. The best part is that he's been doing this for 8 years and scrupulously checks on the accuracy of his past predictions. One small...
Grok is going to be the AI that runs Tesla cars, xAI, Neuralink, and Optimus, among other things. It makes a lot of sense for Tesla to invest in xAI, but I'm not so sure it makes sense to put...

Adam Mosseri just shared a twenty-slide year-end memo on Instagram. If you skim it, it sounds like familiar talk about AI, authenticity, and creators. If you read it closely, it lands very differently. This isn’t really about growth. It’s about control. The memo...
2020s: AI "System Prompts": lengthy, carefully constructed sets of expert rules for a particular domain, created by "prompt engineers" 1980s: AI "Expert Systems": lengthy, carefully constructed sets of expert rules for a particular domain, created by "knowledge...
Finally, an AI computer that looks cool. On your face. It will be interesting to see if they can get any decent amount of market share. This looks completely better than the Meta displays.

🌹AI CONTEST 9🌹 Awarding ~18,000 in prizes for AI art. Contest open to anyone, including anti-ai accounts. Theme: WE Medium: AI/Mixed Media Deadline: 2/1/26 Prizes: 1st: 3 ETH (~$9000) 2nd: 1.5 ETH (~$4500) 3rd: 1 ETH (~$3000) 4th & 5th: .5 ETH (~$1500) Theme in next post👇 https://t.co/6rMc5v9WBo
You might be asking AI all the wrong questions. “Write me an email.” “Give me ideas.” “Help me with this task.” If you prompt like this, AI will do exactly what you ask. It’ll give slightly better versions of things...

Roadmap to master Agentic AI 🧠🤖 Foundations → LLMs → Agent architectures Memory & planning → RAG → Tool use Multi-agent systems → Safety → Deployment → Automation Agentic AI = systems, not prompts. #AgenticAI #AIAgents #GenAI #LLMs #AI https://t.co/BfodYaoFz6

Do you still care about picking the right model? GPT. Gemini. Claude. Bigger models. Bigger context windows. But when you actually work on real projects, you quickly realize something else. Most decisions aren’t driven by models. They’re governed by constraints. Cost Latency Quality Data privacy Every model call has a...
Efficiency and performance tweaks in the transformer architecture usually focus(ed) on the normalization, attention, and FFN modules. For instance: Normalization: LayerNorm -> RMSNorm -> Dynamic TanH Attention: Grouped-query attention, sliding window, multi-head latent attention, sparse attention FFN: GeLU -> SiLU,...

Botslab Wins 2026 CES Innovation Award for its G980H Multi-Channel Dashcam https://t.co/Pqkzl1T8AN #ai #ces2026 #iot #5g https://t.co/IVE56tiKfS

Efficiency and performance tweaks in the transformer architecture usually focus(ed) on the normalization, attention, and FFN modules. Well, here is a holiday gift from DeepSeek (https://t.co/ow1RpEG2Bv). Finally some improvements of the residual path as well. https://t.co/XhnZwfL5of

StreamUnlimited Launches Customizable Voice LLM Reference Integration for Audio Agent Products at CES 2026 https://t.co/00kzTGyfLX @CES #AI #IoT #CES2026 https://t.co/7YZG5k58q1
Six dimensions of Data Science — a simple framework to align teams, methods, and outcomes. 1. Goals (Why?) Data Science exists to drive insights, predictions, automation, and optimization — ultimately value creation and better decisions. 2. Methods (How?) Statistics, ML/DL,...

110 AI tools 🤯 But the edge isn’t knowing them all. It’s knowing: • which ones to stack • where they fit in workflows • how they drive outcomes From tool chasing → system building. #AI #GenAI #Automation #Productivity #AIStack https://t.co/VIEK4qz5DX
Everyone keeps asking if AI browsers are about to replace Chrome. I don’t see it happening anytime soon. We already have browsers people trust. Unless someone builds something truly new and wild, most users aren’t switching. Google will just absorb...
If you’re job hunting, AI can be one of the most powerful tools to improve your CV or résumé, if you know how to use it properly. In this video, I share practical, step-by-step tips on how to use AI...
The Future Of Travel: AI, Chatbots, VR And Agents #Travel and #hospitality are entering a period of rapid transformation as #AI , #automation , and immersive technologies reshape how journeys are planned, experienced and delivered. This article explores the key...
Just published my annual predictions update, tracking from Jan 1st 2018, with new commentary and new ten year predictions. It is long. https://t.co/wv2A2DBpP3
Pretty obvious looking back. Google is betting on multiple architectures, not just transformers. This was when Google announced a diffusion-based language model.

Looking ahead, tomorrow's 18 areas could influence how we consume and process data, approach health and wellness, and interact and communicate with one another. Source @McKinsey_MGI Link https://t.co/8uEiUniaJV via @antgrasso #DigitalTransformation #BusinessStrategy #AI https://t.co/wYu7IUdN8v
Recently, a close friend of mine, @pauliusztin_, launched a free 9-lesson course on AI agent foundations, and I went through it. It’s short (around 1.5 hours total) and focuses purely on end-to-end fundamentals - no tools, no frameworks, just the core...
The 11 Best Online Courses To Master AI Agents Want to start using AI agents effectively? These 11 courses can give you the knowledge and tools to master agent based AI — regardless of your starting point. Read more 👉...
Who is the company or organization that did the most for open-source AI in 2025 and who are you hoping to see more from in 2026?
Telsa FSD works and is incredible, yet people on twitter will still post stuff like “elon overpromises and FSD is never going to happen”. I wonder how many years this can go on for.
ai ide's are for older devs holding on to the past ai cli's are for the new technical class embracing the now
“Every knowledge worker becomes a manager of AI agents - The majority of people are individual contributors now, but AI requires everyone to learn management skills: delegating with clear language, building trust, understanding when AI hallucinates.”

NVIDIA Introduces NVQLink — Connecting #Quantum and #GPU Computing for 17 Quantum Builders and Nine Scientific Labs https://t.co/QJ4hBmpv9F @nvidia #Quantum #CES2026 #AI #IoT #GTC https://t.co/EGLG1jpuye

How human ambition and AI-first differentiation are helping @Microsoft customers go further with AI https://t.co/Occrn4l7su @AiqIntelligence @BlackRock @dentsu_global @Ecolab @HeyEpic @harvey_ai @InSilicoMeds @KraftHeinzCo @ManusAI @MercedesBenz @Nasdaq @RalphLauren @SchneiderElec @educacaosp @Telstra @Toyota @nvidia @Azure #CES2026 #Cloud
Sinovation Ventures (创新工场) backed and double-downed on Insilico Medicine since 2019, led by my partner Richard Y. , with a firm belief that AI will accelerate healthcare and medicine development. Congratulations to Insilico Medicine on the Hong Kong Exchanges and...
Big trend for 2026: AI builder communities. Here in USA @wabi is demonstrating that. Every day I see a few more interesting apps shared with its community. Over in China @YouWareAI is leading the way. Just judged its hackathon and was...
xAI has bought a third building called MACROHARDRR. Will take @xAI training compute to almost 2GW. Try @Grok. Download latest app.

My recommendation is to take every 2026 AI prediction newsletter or article or YouTube video you see (including mine), throw them into NotebookLM and ask the following question: # BACKGROUND I'm a [your job title] at [your company] in [your industry]. My...

A @waymo predicts the future. It predicts where that bicycle rider will be in a few seconds, then makes its plan accordingly. What if you had an AI that could predict your next move? That's the topic @IrenaCronin and I wrote about...
There are actually two ways to use AI for research. The first is obvious. The second is a superpower. The first is to speed up what you were already going to do. Duh. Researching competitors. Looking up people before meetings....

AI Enthusiasts at CES 2026: A Sample Itinerary If you’re heading to CES 2026 with AI high on your agenda, this official guide is a smart place to start. The itinerary maps how AI shows up across the week, from infrastructure and...
AI Enthusiasts at CES 2026: A Sample Itinerary If you’re heading to CES 2026 with AI high on your agenda, this official guide is a smart place to start. The itinerary maps how AI shows up across the week, from...

AI dashboards > spreadsheets 📊🤖 Describe the question AI builds the dashboard You tweak formulas & visuals Insights arrive during the meeting Finance moves from maintenance → decisions. #AI #FPandA #Dashboards #GenAI #DataAnalytics https://t.co/p7AKgRQyQh

Your model doesn’t understand words. It understands numbers. That single fact explains a lot of confusing LLM behavior. Before an LLM can answer anything, your text goes through two quiet steps most people never see: Tokens: your sentence is broken into small pieces and...

For those building agentic AI systems beyond demos: Packt released The Complete Agentic AI Engineering Bundle — a practical, end-to-end set covering autonomous agents, multi-agent workflows, RAG, context engineering, OpenAI Agents SDK, and production architectures. 📚 $9.99 per title | $55.93...
I just uploaded my State of LLMs 2025 report, where I take a look at the progress, problems, and predictions for the year. Originally, I aimed for a concise overview and outlook, but (like always) that turned into quite the...

over the last weeks, essays from @tim_dettmers @karpathy and @realdanfu on whether ai progress is stalling or ripping or constrained or boundless got me thinking... how far have we come? what about ai progress, after 2025? here's my take below https://t.co/JiBvJC2JVC
The Amazing Ways AI Agents Will Transform Healthcare From diagnostics to personalised treatment plans, AI agents are poised to revolutionise how healthcare is delivered — improving outcomes and efficiency. Read more 👉 https://lnkd.in/eyAm2T64 #AI #Healthcare #MedTech #BernardMarr

10 most popular Machine Learning models 📊 Linear & Logistic Regression Decision Trees • Random Forest SVM • KNN • Naive Bayes K-Means • PCA • Neural Networks Right model > more data. #MachineLearning #DataScience #AI #ML https://t.co/egQ4x2GyZm
Congrats to @ManusAI team on their way to @metaai I wonder if @Microsoft or similar will snap up @genspark_ai… If you want to try the best open source version fully private it’s II-Agent by @ii_posts Lots more features to come, agents...

The rise of agentic AI and explainable models means smarter, transparent automation for businesses. AI and machine learning trends in 2025 https://t.co/7tB7NwVeCo #AI #MachineLearning #IoT #DigitalTransformation https://t.co/rv6tXgbWuw
In 2026, it will become obvious that Agent Habitats—code execution, storage, computer use, and tools for agents—is as important as the model itself for AI to transcend the chatbot era into useful work. The Manus acquisition is in fact an...
The Growing AI Backlash: Is The Revolution Over Before It’s Even Begun? AI was sold as a force for progress, but recent controversies suggest a more complicated reality. This piece examines the growing unease around #creativity , #economics , #accuracy...
The next Manus (imo) is computer in a box, autonomously refining, completely hands off. You can hack it together now in many ways, but output tend to spin off and the work becomes less valuable. Further, permissions need to be set, credentials...