- CloudChef’s robot chef reportedly learns cooking protocols from a single human demonstration; demo videos show it preparing Indian dishes autonomously (https://x.com/nikhilabm/status/1899886689633657156).  
- Stanford CRFM released “Surprisingly Fast AI-Generated Kernels We Didn’t Mean to Publish (Yet),” highlighting how clever search and branching strategies can accelerate scientific innovation (https://crfm.stanford.edu/2025/05/28/fast-kernels.html).  
- Discussion compared AI coding assistants: Aider (with web UI and SSH support) vs. OpenHands; OpenHands was praised for autonomous command execution and successfully writing/compiling a Haskell package end-to-end, while Aider can also run commands when the approval flag is disabled.  
- Mobile “vibe coding” options were catalogued: Aider’s web UI, Replit AI mobile app, v0.dev, Lovable, StackBlitz Bolt, Manu, etc.; cost concerns were countered by noting R1 and Gemini Flash models cost only ~$2 per session.  
- Stanford’s new “Biomni” biomedical agent platform integrates 150 tools, 59 databases, and 106 software packages to automate literature review, hypothesis generation, protocol design, data analysis, and clinical reasoning across genomics, microbiome, and physiology (https://biomni.stanford.edu/).