Visiting Fellow, Ph.D.

Happy #Caturday @kitten_academy

@steipete @TroyXai @BradGroux @Jason @twistartups OpenClaw is the unlock for people working with AI individually with or without AI gatekeepers at your own choice. Love it.

@TroyXai @BradGroux @Jason @twistartups There’s a chance we can shape future standards, support the community and bring different players in the industry together - it’s so much more than the code.

If you care about the future of OpenClaw, be sure to follow Dave - he's on the board with @steipete and they are working together to protect the future of the project. Check out his conversation about the Foundation with @jason and @TWiStartups - youtube.com/watch?v=KEHMoI…

Career Update: After 6 formative years at FAIR, I'm joining @sainingxie, @ylecun and @jingli9111 at @amilabs to work on the second paradigm of pre-training: world modeling. Next word prediction gave us language intelligence. Next physical state prediction is how we get physical intelligence.

@mcuban I'm building my own personal AI stack. The traditional companies are too slow. I'm accelerating!!!

I’m going to tell you how much worse it was at the start of the PC Revolution for white collar workers trying to adapt, vs today with AI Today, presumably every white collar worker has access to a smart phone and/or a PC/laptop. Back then, a PC cost $4,995 , an off brand was $3,995. 5k in 1984 is about $16k today. It was really expensive. The only reason I could learn how to code and support software is because my job let me take home a PC to learn. By reading the software manual. Literally. RTFM. Or pay to go to training. Classes that started at hundreds of dollars then. It was expensive. It absolutely limited who could get ahead. Today, ANYONE can go to their browser, to the AI LLM website of their choice, and type in the words “I’m a novice with zero computer background, teach me how to create an agent that reads my email and …” That concept applies to LEARNING ANYTHING Think about what this means. Any employee of any company can say “ I need to learn how to xyz for my job , which is to do the following: Tell me what more information do you need to help me be more efficient, productive and promotable”. Or “ what new skills can you teach me that will help me reduce my chances of getting laid off “. Or “what suggestions do you have for me to communicate to my boss, who I barely know, to help my chances of staying employed “ These aren’t great prompts. But they are a start that anyone can take. Think about how incredible that is. Back in the day was so much harder for white collar workers. It was harder for new grads because unless they took comp sci, they probably had never used a PC. Big Companies are going to cut jobs. No question about it. Small companies is are going to need more and more AI literate thinkers who can help them compete or get an edge What I tell every entrepreneur, and it’s more crucial today. “ when you run with the elephants there are the quick and the dead. Adopt tech quickly , you can out maneuver big companies. “

@WesRoth Claude, build me my own personal internet phone…

Apple has quietly halted App Store updates for popular AI "vibe-coding" applications most notably the $9 billion startup Replit and mobile app builder Vibecode. After months of pushback, Apple is reportedly demanding major UX changes. Replit is being asked to force its generated app previews to open in an external web browser rather than natively inside its app. Vibecode was told it must completely remove the ability to generate software specifically for Apple devices.

"Your frustration is the product." thatshubham.com/blog/news-audit

Getting started with @LangChain's new Fleet could not be easier Here's how easy it is to setup your custom MCP servers - instantly available to any agent you create using natural language These subtle user experiences - that's the good sauce

interactive visuals are wildly underrated in Claude. you can literally learn anything now. Ask Claude: “Show me Newton’s three laws of motion with interactive demonstrations.”

Today, we’re launching a new way to create with AI. With OpenArt Worlds, you can generate a fully navigable 3D environment from a single prompt or image, step inside it, and capture shots exactly the way you envision them. No more starting over. No more inconsistent scenes. You build the world once - and create inside it. • Move through your scene freely • Find your angles • Add characters and elements • Capture production-ready shots

omg

When you run a @PyTorch model on a GPU, the acutal work is executed through kernels. These are low-level, hardware-specific functions designed for GPUs (or other accelerators). If you profile a model, you'll see a sequence of kernel launches. Between these launches, the GPU can sit idle, waiting for the next operation. A key optimization goal is therefore to minimize gaps between kernel execution and keep the GPU fully utilized. One common approach is `torch.compile`, which fuses multiple operations into fewer kernels, reducing overhead and improving utilization. Another approach is to write custom kernels tailored to specific workfloads (e.g., optimized attention or fused ops). However, this comes with significant challenges: > requires deep expertise in kernels writing > installation hell > integration with the model is non-trivial To address this,@huggingface introduces the `kernels` library. With this one can: > build custom kernels (with the help of a template) > upload them to the Hub (like models or datasets) > integrate them to models with ease Let's take a look at how the transformers team use the kernels library to integrate it into the already existing models. (more in the thread)

We need a grand unification between physics and computer science to understand the relationship between energy and information. Always nice to see work that brings them together.

@markopolojarvi @_akhaliq Something is a bit off with this one. Can’t quite point to where it is. 🤭

beautiful

DLSS-5 anything for free app: huggingface.co/spaces/victor/…

@romainhuet Houston, Texas! 🤠

We just brought our community work into one place, making it easier to find events and programs like Codex Ambassadors and Codex for OSS. There are 15+ community-led events coming up around the world, with more to come! Where would you like to see a Codex meetup next? 🌏

openai dropped gpt-5.4 mini and nano i think this is a great move, as gpt-5.4 is by far my favourite 5.x model so far moreover, gpt-5.4-mini is optimized for coding, computer use, multimodal, and sub-agents. more than twice as fast as gpt-5 mini. incredible

spent most of my day playing with GLM-OCR it's a 0.9B param vision-language model. supports 8K resolution, 8+ languages, and has built-in text, LaTeX, and table recognition modes. awesome! I tested it across different OCR tasks. starting with shipping container serial numbers.

Introducing FlashCompact - the first specialized model for context compaction 33k tokens/sec 200k → 50k in ~1.5s Fast, high quality compaction

The official Box CLI is here. Now you can use Box via Claude Code, Codex, Perplexity Computer, OpenClaw & more as a full cloud file system for agents. Available to all users, including free users with 10GB of free storage. npm install --global @box/cli

First tests of Cowork Dispatch feature Here I'm starting a session on my computer, asking it to check the latest PRs in my GitHub repo