Tag: #foundation-model
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 2 posts
Robot Foundation Models — One Policy for Many Jobs
We lay out the trend of robot foundation models that aim to do many jobs across many robots with a single policy. We cover the concept of a generalist policy, large-scale robot data such as Open X-Embodiment, cross-embod
2026-06-29 · 19 min read #ai-papers#robotics#foundation-model#generalist-policy#open-x-embodimentMastering the Segment Anything Model: Paper Analysis and Practical Guide from SAM 1 to SAM 2 to SAM 3
A comprehensive deep dive into Meta AI's Segment Anything Model (SAM) series. Covering SAM 1 (image promptable segmentation), SAM 2 (real-time video segmentation), and SAM 3 (concept-aware segmentation) — including archi
2026-03-01 · 21 min read #sam#segment-anything#computer-vision#image-segmentation#video-segmentation