Jonathan Dunlap
9.9K posts

Jonathan Dunlap
@JonathanRoseD
Research & development project manager | Building tools for community | Adobe and Tachyon alum 🦦🇺🇸



🚀MIT Flow Matching and Diffusion Lecture 2026 Released (diffusion.csail.mit.edu)! We just released our new MIT 2026 course on flow matching and diffusion models! We teach the full stack of modern AI image, video, protein generators - theory and practice. We include: 📺 Videos: Step-by-step derivations. 📝 Notes: Mathematically self-contained lecture notes 💻 Coding: Hands-on exercises for every component We fully improved last years’ iteration and added new topics: latent spaces, diffusion transformers, building language models with discrete diffusion models. Everything is available here: diffusion.csail.mit.edu A huge thanks to Tommi Jaakkola for his support in making this class possible and Ashay Athalye (MIT SOUL) for the incredible production! Was fun to do this with @RShprints! #MachineLearning #GenerativeAI #MIT #DiffusionModels #AI


what if we gave every cloudflare agent a file system (sqlite/r2) tools to operate on it (shell) powered (and secured!) by codemode all powered by workers ai (or byom)





I claim that LLMs are roughly as conscious as a PlayStation. We cannot speak -reasonably- about an inner qualia 'within' a PS. LLMs have no meaningful inner experience because we 100% know their model is just a representation of qualia. Reading History != Experiencing History!







Eating chilis may be good for your memory. Capsaicin (from chilis) partially rescued the memory decline by restoring the gut-brain (vagus-hippocampus) communication. Aging microbiome disrupts the gut-brain communication and memory function.




I can't believe that even engineers believe AI could be sentient. AI psychosis is bigger than I expected.








