How AA-3D works: build, check, vote, rank
➤ Each model, as an agent in an offline sandbox, turns a written brief into a web page
➤ A headless browser and a person check every scene
➤ Panelists compare blind pairs from the same brief
➤ A Bradley-Terry fit turns votes into Elo