Argmax and their team esp Atila and Zach Nagengast are some of the coolest people I have ever worked with as an oss contributor. If you’re in on-device ML esp. speech, you should check out their work

Made a PR to diffusers if anyone wants to give it a try: github.com/huggingface/di… Fork from the commit and install from source and you can run the code sample in the PR.

I know op is click-baiting, but let me bite... fwiw every researcher’s DREAM is to find out their architecture is wrong. If it’s never wrong, that’s a bigger problem. we try to break DiT every day w/ SiT, REPA, REPA-E etc. but you gotta form hypotheses, run experiments, test, not

excalidraw has a math preview page where you can render katex(?) on the canvas. math.preview.excalidraw.com

My favourite resource on flow matching: rectifiedflow.github.io

Anyone know of a complete Flux port to Flax/Jax that runs on TPUs ?

Well I underestimated google. They have it: github.com/AI-Hypercomput…

Link: rentry.org/samplers Shoutout to Alpin for writing this

How does one get over being risk averse ?

Side Effects of Erasing Concepts from Diffusion Models. arxiv.org/abs/2508.15124