Research
Notes from the lab
What we are building, what we are measuring, and what surprised us. Written for people who have to build the thing.
4 min readHow AI Overviews Choose What to Cite
Ranking and citation are different selections made by different systems. Why a page can sit in the top ten for a query and never once be quoted.
Generative Engine OptimizationRead
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
4 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