Research
Notes from the lab
What we are building, what we are measuring, and what surprised us.
3 min readThe Legibility Problem in Autonomous Agents
An autonomous agent is governable only when operators can reconstruct its goals, evidence, decisions, actions, and uncertainty.
Agent ArchitecturesRead
5 min readSmall Models Are Winning the Fights That Matter
Most production tasks are narrow. A decision rule for when a small specialised model beats a frontier one on cost, latency and accuracy.
Language ModelsRead
4 min readWhat a $50M Cluster Actually Buys You
GPU count is the least interesting number in a cluster. Power, cooling and interconnect decide what the money actually turns into.
InfrastructureRead