🐝 Swarm Parameter Server

Gradient accumulation over HTTP — a software interconnect in place of NVLink.

Global loss

Worker	Accepted	Steps	Local steps	Stale	Compression	Uploaded	Last loss	Idle

The model starts from random weights — early samples are noise. Watch them
become English as the swarm trains.