LFM2.5-8B-A1B: Liquid AI's Edge Model Bet Is About Active Parameters

Liquid AI's LFM2.5-8B-A1B shows why the small model race is moving from parameter count to active compute, memory bandwidth, local runtimes, and the devices that can run agents at the edge.