Young Engineer's Cognitive Architecture Outpaces Leading AI Models
How did a 20-year-old beat Grok. And ChatGPT. And Perplexity. And Gemini? In part one @blevlabs laid out how: he built a very different architecture to take AI to a new human level. Cognitive architectures, he calls them. I call them AI's with consciousness. Ones that learn, evolve, build themselves, and do so like we do. Part I is here: https://t.co/lVHQJHNsIE In this part two, he goes more into the technology. And this was recorded more than a week ago in my home. Since then his system has gotten way better. An exponentially learning system. It is how we are going to get to AGI.

Celebrating Hugging Face’s ML & Society Impact
Cool to see all the great work and impact of the @huggingface ML & Society team in the past few years! https://t.co/Q4VKw3Ef9w https://t.co/Ae5Bljp5XC
Optimistic Yet Cautious: Balancing AI Progress and Safety
Zoomer or Doomer? Matt Wolfe (@mreflow) on finding the middle ground between optimism and caution in AI. “I probably lean more optimistic, my whole career is sharing AI news and tools, but I still fall somewhere in between.” “We should push forward as...
Companies Often Rebuild AI Evaluation Tools After Buying Faulty Ones
"We're building out our own AI evals tool because the one we bought doesn't work at all." Not the first time I've heard this.
AI Threatens Influencers: Only True Creativity Will Survive
AI is crowding out the humans everywhere except here on X. This has deep implications for all media. “Influencers” ability to influence is about to go away even here in X unless they have deep creativity and bring real value that AI’s...
Meta Lacks Leadership to Rival OpenAI in Consumer AI
Another new thesis. Meta won’t be able to compete with @OpenAI as it enters consumer electronics. The Meta/Raybans debacle and the way it treats the community and how it laid off 600 AI workers tells me it doesn’t have the leadership...
X’s For You Feed Improves with New AI
X’s For You feed just got noticeably better. They are turning on new AI systems. It will keep getting better. If you aren’t following my lists you are hurting yourself. They provide more signal to make your feed better too.
Y Combinator Sharpens Pitches Across Diverse SF Startups
The startups in San Francisco are getting much more interesting. Here's 10 who pitched last night at @jowyang's "Llama Lounge" event. If you are thinking of starting a company notice how tight they are at explaining their companies, which are...
We Finally Recognized GPUs as AI’s Backbone
In hindsight the importance of GPUs for AI was something we really got right!
AI Designs Stunning Slides From Your Text Instantly
More decks to go, but has designing beautiful slides been a pain point? Upgrades from our Presentation Agent @popaiinone enable prompt-based co-creation! Once you nailed the text content, leave the style design (300+ templates), layout, caption/text edits, chart and graphs...
AI Turns Holiday Shopping Into Instant Conversational Recommendations
3... 7... 20...? How many Labubus are you buying this year? Holiday shopping is right around the corner, and it will look completely different this year. Alex Sherman, CEO of @Bluefish_AI, on how AI is changing online shopping forever: “Last year,...
Augment Code Rewrites Entire Repos Faster Than Cursor
Forget Roo, Cline, Windsurf, Cursor. Augment Code keeps raising the bar. Tried it on https://t.co/GxGvh6jnPC, a fun project I hadn’t touched in months. Instead of random refactors, it rebuilt the architecture coherently, understanding the whole codebase → structure, dependencies + Git history. And where...
AI-Powered Vision Reimagines Old Delhi Through Countless Eyes
Watching old delhi with a billion eyes (experimenting w/ generative ai + computer vision) https://t.co/v9eWuxmZS1
2D Gaussian Splatting Delivers Real-Time Geometry‑Accurate Rendering
🚀2D Gaussian Splatting: Real-Time, Geometry-Aware Radiance Field Reconstruction In this week’s deep dive, we unpack how 2D Gaussian Splatting (2DGS) redefines the future of real-time neural rendering and reconstruction. By collapsing volumetric 3D Gaussians into surface-aligned 2D disks, 2DGS achieves unprecedented...
Launch Your AI Career with PyTorch Certificate
An exciting new professional certificate: PyTorch for Deep Learning taught by @lmoroney is now available at https://t.co/zpIxRSuky4. This is the definitive program for learning PyTorch, which is one of the main frameworks researchers use to build breakthrough AI systems. If...
Announcing Ambitious AI Intern Roadmap and Safety Strategy
Yesterday we did a livestream. TL;DR: We have set internal goals of having an automated AI research intern by September of 2026 running on hundreds of thousands of GPUs, and a true automated AI researcher by March of 2028. We may...
Open-Source AI Empowers All, Fuels Faster Societal Impact
The beauty of open-source in AI and robotics is that it gives everyone the power to build tools that solve their real problems, instead of relying on a handful of Silicon Valley founders to decide what matters (too often ending...
AI Tech Is Real, but Valuations Are a Bubble
Are we in an AI bubble? Is it about to burst? Let’s ask Matt Wolfe (@mreflow). “Some companies deserve their valuations, but most of what we’re seeing right now in AI looks insane.” “I’m seeing startups valued at 50× annual revenue....
Deep Dive Into AI Valuations and Infrastructure Costs
Trying to address all the questions on AI valuations, margins to AI vendors and infrastructure, huge investments in data centers, chips, circular economics, robotics, energy and more with @akshay of @theinformation: https://t.co/0qKruLwEvv

Built a Baby Care Tracker in Minutes with AI
Got time for a 10-minute app? We have a new baby in the family. Kiana's four months old (my brother-in-law's new daughter). Since my wife is laid off, she is taking care of the child several times a week and...
Chinese Startups Flood AI Open-Source; US Lags Behind
Why are Chinese companies and startups open-sourcing like crazy whereas American ones don't? Where's the open-source AI from @Tinder @RobinhoodApp @NotionHQ @figma @Airbnb @DoorDash @Snapchat @stripe and the hundreds of successful American startups? If they started doing it, in my...

Assessing Whether Large Language Models Truly Grasp Reality
How deeply predictive AI systems understand their subject matter? Can large language models figure out the real world? https://t.co/E2bwsorCLs #AI #MachineLearning #MIT @mitsmr @Hal_Good @AlexMachicado @Analytics_699 https://t.co/5KG5LIrdRd
DeepSeek Dip Buyers Reap Big Gains
to everyone who correctly bought the deepseek dip, enjoy your gains

Mitigate Gen AI Risks for Responsible Innovation
🚀 𝗡𝗮𝘃𝗶𝗴𝗮𝘁𝗶𝗻𝗴 𝘁𝗵𝗲 𝗥𝗶𝘀𝗸𝘀 𝗼𝗳 𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗶𝘃𝗲 𝗔𝗜: 𝗔 𝗣𝗮𝘁𝗵 𝘁𝗼 𝗥𝗲𝘀𝗽𝗼𝗻𝘀𝗶𝗯𝗹𝗲 𝗜𝗻𝗻𝗼𝘃𝗮𝘁𝗶𝗼𝗻 Generative AI is transforming industries, redefining creativity, and reshaping how we work. But with great power comes great responsibility. 🌟 In my latest article, I dive deep into the key...
Each Computing Leap Redefines How We Express Intent
Every leap in computing begins with a new way to express intent. In the beginning, we spoke in commands. The first computers waited for precision. Each keystroke was an instruction carved into syntax. The interface was obedience itself. We learned to think...

Research Skills Grow Without a PhD: Learn, Build, Share
During my conversation with @PetarV_93 - Senior Staff Research Scientist at @GoogleDeepMind and Lecturer at Cambridge. He said something that stuck with me. “You don’t need a PhD to think like a researcher. You need curiosity, discipline, and the courage to keep...
Google Labs' Pomelli AI Auto‑creates Ad Campaigns From Websites
.@GoogleLabs just launched Pomelli, an experimental AI that turns your brand’s website into full-blown ad campaigns 🤯 Feed it your website: ↳ it reads your tone and style ↳ generates campaigns and captions ↳ keeps content consistent and scalable Live in the US, CA, AU...
VLLM Delivers Blazing‑fast, Memory‑efficient LLM Inference
Running your own LLMs? Meet your new best friend: vLLM. An open-source engine that rethinks inference for blazing-fast, memory-efficient serving 🔥 ↳ Powered by PagedAttention (virtual memory for attention) ↳ OpenAI API-compatible ↳ Free + scales like a beast Repo in 🧵 ↓ https://t.co/iTqEz8GjoQ

AI Chitchat Returns: Exploring AI Careers & Education
ICYMI, I've resumed my YouTube channel after 2 years and have been running a series called AI Chitchat. I'm talking to interesting people about their journey and the advancements in the world of AI. So far Ive talked to: > Andrey...

No-Code AI Powers 2025’s Top ML Trends
How could you use no-code AI to boost your projects? Top 10 Machine Learning Trends to Watch in 2025 https://t.co/e65AsSHtq4 #AI #MachineLearning #IoT https://t.co/jjQuiGTJ6d

2025 Report Reveals Skills Needed for Future Jobs
Future of Jobs Report 2025: The jobs of the future – and the skills you need to get them https://t.co/lBMcF8QL6P #FutureOfWork #AI #IoT #GLMC @wef @Global_LMC @WorldBank https://t.co/HwvzA02oNJ
NEO Robot Offers Home Care and Companionship
The need for home care and companionship may prioritize bringing NEO home! https://t.co/xPWXTLfYqz #HomeCare #eldercare #healthcare #AI #humanoidrobot #humanoid @bigfundu @efipm @devaang @sonu_monika
AI Revolutionizes Modern Defence Capabilities
How artificial intelligence is transforming the defence industry! https://t.co/BCOtBJlxzO #AI #artificial_intelligence #defenceindustrynews #FutureTech @CyberRobooo @ipfconline1 @JagersbergKnut @Khulood_Almani

Europe's AI Boom: 40 Startups Secure $50M+ Funding
40 European AI startups that raised $50M+ in 2025. Most are hiring. From open-weight models to robotics, defence, quantum, and healthtech. 1/ @MistralAI 🇫🇷 – $1.7B open-weight models 2/ @HelsingAI 🇩🇪 – $600M defence & security AI 3/ @IsomorphicLabs 🇬🇧 – $600M AI for...
ARC Prize Seeks Backend Engineer for AGI Evaluation
The ARC Prize foundation is hiring a backend engineer. If you're a builder with a strong track record and you're passionate about our mission of building the best AGI evals possible, please apply ⬇️
Speedy AI Launches Sacrifice Safety for Profit
Matt Wolfe (@mreflow) on the race to build AI faster, and the risks that come with it. “Companies want to move fast to maximize profits and be first to market, but that often means jumping over guardrails meant for safety.” “We’ve seen...

I’m Unable to View the Linked Content, so I Can’t Create a Headline.
https://t.co/JtEZw7NKPj

Generative AI Now Daily Tool, Delivering ROI For
You need to read the third annual AI Adoption Report from Wharton Human-AI Research. ↓↓↓ - 82% use generative AI weekly (up from 72% in 2024 and 37% in 2023) - 46% use generative AI daily (+17pp YoY) - nearly 75% already see...
Introducing the Future Name for AI-Powered Software
Writing about where AI-powered software is going and I’ve come up with a new name for what we’re all going to end up building. Essay coming later today.
TED2025 Promise Fulfilled: Humanoid Robots Arrive at Home
When I brought 1X to TED2025 they promised something insane - people in the audience would have a humanoid robot in their homes within a year. Now these mad lads are delivering. Huge congrats Bernt, Dar, Eric and team! Order...
Testing Inference-Scaling Techniques to Shape Upcoming Chapter
On that note, I am currently running a large-scale experiment on the upcoming inference-scaling chapter: A) Parallel Sampling - Self-Consistency (Majority Vote) - Rejection Sampling - Best-of-N (Verifier-Based) B) Sequential Refinement - Self-Refinement - Power Sampling - MCMC (Simple) - MCMC (Block as in "Reasoning with Sampling" paper) - Tree-of-Thought ......
Exploring New Control Features in Generative Video Tools
Trying the new “control” features in generative video tools https://t.co/vRDrz0B7zf
Screens Now Track Your Movements in Virtual Worlds
your screen now understands how you move in virtual worlds

Six Key LLM Insights Every Leader Must Know
🎙️ New article published: “𝗜𝗻𝘀𝗶𝗱𝗲 𝗟𝗮𝗿𝗴𝗲 𝗟𝗮𝗻𝗴𝘂𝗮𝗴𝗲 𝗠𝗼𝗱𝗲𝗹𝘀: 𝗧𝗵𝗲 𝗔𝗜 𝗧𝗵𝗮𝘁 𝗨𝗻𝗱𝗲𝗿𝘀𝘁𝗮𝗻𝗱𝘀, 𝗦𝗽𝗲𝗮𝗸𝘀, 𝗮𝗻𝗱 𝗖𝗿𝗲𝗮𝘁𝗲𝘀” At the core of today’s most powerful AI applications are Large Language Models (LLMs). We use them daily—often without realizing it—but how many truly understand what powers...
AI Forces Brands to Rebuild Marketing Funnels From Scratch
Almost every brand will need to rebuild their marketing funnel from the ground up. Alex Sherman, CEO of @Bluefish_AI, explains how brands are adapting to AI: “Marketers have always split budgets between organic and paid, but AI is forcing a rethink. What’s...

Open‑source AI: Essential Foundation, Calls for Global Expansion
Great to see the shoutout from Jensen @nvidia for open-source AI & @huggingface. Open-source is the foundation of AI and we need much more of it in the US & around the world! https://t.co/kFtBAPbqZi
AI Multiplies Impact; Quality Data Determines Success
AI is a multiplier, not a miracle. Your data makes or breaks it.
OpenAI Pivots to Consumer Glasses and Phones.
Jony Ive is having to eat his words, I learned from an industry leader last night who has inside connections to @OpenAI. Can't disclose who it is, but he says that OpenAI is readying a full court consumer products push...
AI Tools Shift From Research to Infrastructure when Delivering Value
If an AI tool creates motion without movement, it’s research. When it compresses a release cycle, trims spend, or expands revenue, it becomes infrastructure.
Human Workers Fuel Next Robot Breakthrough
Robot breakthrough. This is why the 12,000 workers at @Tesla's Fremont Factory are so important. I hear groups of them are training the robots, doing tasks over and over to give its simulator enough data to help it build very advanced...