Today, we're launching the world's largest open-source dataset of... computer-use recordings. 10,000+ hours across Salesforce, Blender, Photoshop and more, to automate the next level of white-collar work. Link in the comments :) @markov__aishow more

Today, we're launching the largest open-source dataset of gaming... data for computer-use. 500+ hours of gameplay screen recordings + keystrokes/mouse movements, across Valorant, Minecraft, GTA and more. Link in the comments :) @markov__aishow more

Today we're launching the most advanced computer-use dataset in... the world. 1,000+ hours of screen recordings along with mouse/keyboard inputs + annotations. Sourced from experts across coding, design, browser-use, research and more. Link in the comments :) Markovshow more

Today, we’re launching computer-use CAD environments to train AI... models for engineering. Task prompts, reference files, gold outputs, rubrics & human walkthrough screen-recordings. We're open-sourcing 50 tasks across AutoCAD, Solidworks & Siemens-NX. Link below @markov__aishow more

Today, we're open sourcing the first computer-use dataset for... design. We captured 200+ hours and 3400+ trajectories of real design work in Figma, recording step by step how designers execute complex, long-horizon tasks. FigmaTrace dataset, paper, and blog below :) PatronusAIshow more

Spatial AI ( is building large real-world datasets to... teach robots how to navigate the world and complete tasks. Their first open source dataset, SEA (Spatial Everyday Activities), is the largest curated egocentric dataset of people carrying out real tasks, with 10,000 hours of data.show more

Today, our computer-use datasets crossed 50,000+ hours. Screen recordings... + synced mouse/keyboard actions + narrations across CAD, design, browser-use & more. Sourced from humans and available off the shelf today :) Samples below.show more

Together with the Ego4D consortium, today we're releasing Ego-Exo4D,... the largest ever public dataset of its kind to support research on video learning & multimodal perception — including 1,400+ hours of videos of skilled human activities. Download ➡️show more

Most of the data needed to scale Physical AI... models is private. At Lightwheel, we think that's worth changing. So this week we released the first 10,000 hours of EgoSuite-Open100K — an open egocentric human dataset for Physical AI. 100,000 hours coming in total. Learn more here:show more

Today we opened shipping to Denmark, Sweden, and Finland!... We're looking forward to reaching more of you as we go (and we're looking forward to the dozens of comments letting us know where to go next).show more

We built open-source smart glasses with 6 times the... battery of Meta Ray-Bans Save the post, open-sourcing everything in the next 10 hoursshow more

It's #TeaseYaGame time! We're gonna use the opportunity to... tease some new places from Alabaster Dawn Lots of new enemies, areas, puzzles and music in the works! Steam Link in the comments!show more

📢📢𝐍𝐞𝐑𝐒𝐞𝐦𝐛𝐥𝐞 𝐯𝟐 𝐃𝐚𝐭𝐚𝐬𝐞𝐭 𝐑𝐞𝐥𝐞𝐚𝐬𝐞📢📢 Head captures of 7.1MP from... 16 cameras at 73fps: * More recordings (425 people) * Better color calibration * Convenient download scripts The new version of our dataset adds 156 participants for a total of 425 different people. In its entirety, the dataset provides now 65 million images from over 15 hours of diverse human facial expression performances. We improved the color consistency of the recorded images with a better color calibration procedure. As a result, 3D reconstructions with images from the NeRSemble dataset should become better and look more realistic. Finally, we made it much easier to download the recordings with our new download repository. It now just takes a single command to download all frontal hair shake videos of all participants or to download all recordings of a single participant. Check it out: Awesome work by Tobias Kirschstein Simon Giebenhain !!!show more

The newest version of our Almanac preprint is out,... and just in time for our demo at the Stanford AIMI Symposium 2023! Almanac is a retrieval-augmented LLM that provides up-to-date and verifiable answers to medical queries. Link: We benchmark our approach on a novel dataset of clinical scenarios (n = 130) evaluated by a panel of 5 board-certified & resident physicians, and demonstrate significant increases in factuality (mean of 18% at p-value < 0.05) across all specialties. More interestingly, because the retrieved data acts as a single source of truth, we find retrieval-based LLMs to be more robust to prompt injection and manipulation! Future work will involve expanding the scope of our dataset to more specialties and multimodal settings. #Medtwitter #MedEdshow more

Found this website with over 10,000 prompts and tons... of options for Claude, ChatGPT and Nano Banana. Organized by use cases, professions and much more. And the best part it's completely free. (link in comments)show more

DeepSeek was developed for under $6 million. ChatGPT spent... $6 billion. The difference was an algorithmic breakthrough. TIG is home to DeepSeek-level breakthroughs across all of science. And today, we're unveiling our new vision for accelerating algorithmic innovation worldwide. The future of open science starts today ↓show more

One line of code. That’s all it takes to... get access to Google Open Buildings, the largest building dataset, for any country. 100% free and available globally.show more

Quick and nostalgic look of our work in 2025.... See you all in 2026: the year of open-source reasoning.show more

Harvest time in Anhui, China China does not lack... fertilizers because China uses coal rather than natural gas to make fertilizers. China is the world's largest fertilizers producer, producing 1/3 of the world's fertilizer supply. China and Russia together make more than 50% of the world's fertilizersshow more

Today we celebrated the topping off of Cosm Cleveland,... right here in Cleveland's Gateway District, across the street from Rocket Arena. Set to open in Summer 2027, Cosm Cleveland will be Cosm's fifth venue and its largest nationwide. The immersive entertainment destination will anchor Bedrock's Rock Block development and add even more vibrancy to our city's urban core. To every tradesperson who has put in the hours, the skill and the energy to get this project here: thank you.show more