Open X-Embodiment: Robotic Learning Datasets and RT-X Models
robotics-transformer-x.github.io
Saved by Darren LI
Open X-Embodiment: Robotic Learning Datasets and RT-X Models
Bridging Theory with Practice: From Concepts to Real-World AI
ModernMind Publications • Generative AI for Beginners Made Easy: Master Artificial Intelligence and Machine Learning Fundamentals, Learn Creative AI, and Enhance Your Skills With Interactive Real-World Exercises
Text embeddings are a critical piece of many pipelines, from search, to RAG, to vector databases and more. Most embedding models are BERT/Transformer-based and typically have short context lengths (e.g., 512). That’s only about two pages of text, but documents can be very long – books, legal cases, TV screenplays, code repositories, etc can be tens... See more
Long-Context Retrieval Models with Monarch Mixer
Perhaps R1’s biggest breakthrough is the confirmation that you no longer need enormous data centers or thousands of labelers to push the limits of LLMs. If you can define what “correctness” means in your domain —whether it’s coding, finance, medical diagnostics, or creative writing— you can apply reasoning-oriented RL to train or fine-tune your own
... See moreEvan Armstrong • What Actually Matters (And What Doesn’t) for DeepSeek
Creative AI Lab
creative-ai.org
global-data-consortium-working-draft
The Global Data Consortium (GDC) aims to advance the role of AI in universities by promoting collaboration and sharing data to enhance learning outcomes and address challenges in education.
LinkThe two most important problems (at least how I am thinking about them currently), are:
Finding a rigorous scientific framework for how different agent skills, personalities, and instructions combine to be most capable for different problems (think of this as social management science for AI agents) .
Figuring out how you formally validate and verify... See more
Finding a rigorous scientific framework for how different agent skills, personalities, and instructions combine to be most capable for different problems (think of this as social management science for AI agents) .
Figuring out how you formally validate and verify... See more
