Anthropic's biology generator enumerates every 3D structure the evidence permits
NERDDISCO · x · 2026-10-23
NERDDISCO shared an analysis of Anthropic's biology 3D generator. Unlike most generators that ship a single structure — making a shape that fits the data and one that fits by accident look identical — this tool generates every structure the evidence permits.
The workflow has three steps: Enumerate — build all conformations consistent with the measurements; Collapse — ones differing only in detail merge into one family; Present — each surviving family renders side by side with its distinguishing features. The core argument: a single render was always a lie.