Federated learning as a machine learning topic is unrelated to floc afaict.
The issue I have with things like FloC and the topics API are that they are attempts to keep the cash flowing at Google before disabling 3rd party cookies, when it seems obvious that the time to disable 3rd party cookies is now.
ALL ABOARD!
they heard as the conduct door took one last look at the platform.