Love how Apple watch chose to prompt for iCloud password verif when I was in the SF bay, fighting for my life between the currents and an overly curious baby seal
Diffusion models are schizophrenia machines
Adding my perspective on diffusion models, I believe that hallucination is actually the core of how diffusion models work!
https://t.co/YbqJZV3Nr6
Interesting that a flow matching model with linear conditional paths and a Gaussian prior can be sampled not only via its deterministic ODE but also via a family of diffusion SDEs with the same marginals.
In this setting, the velocity field, score field and posterior mean (denoiser) are linear reparametrizations of each other. Once we recover the score from the model��s learned velocity, we can choose a diffusion matrix and “correct” the drift so the resulting SDE has the same probability current, and therefore the same marginals, as the ODE.
https://t.co/HwuW7lXKBw
Open Sourcing Centaur: Multiplayer, self-hosted, secure agents for Slack.
Centaur has been transforming how @paradigm and @tempo invest, build and research.
Now you can run it yourself on infrastructure you control. Instructions below.