Generative machine learning is still super early. In the short term a lot of the interesting work in machine learning will continue to be focused on large model

Generative machine learning is still super early. In the short term a lot of the interesting work in machine learning will continue to be focused on large models run on compute clusters (GPT-3, Dall-E, PaLM, RETRO). In the long term I'm excited about bringing all of that local. A real turning point will be when models are efficient enough or phones are powerful enough to train generative models locally. Combining generative ML with your own local library of images will lead to some interesting applications.