Evidence item

Aster reports coordinating about 1000 concurrent LLM calls for autonomous research, raising ProteinGym performance from 0.507 to 0.524 in 30 minutes. DIRECT_TEXT

Authenticity UNVERIFIED · extraction UNVERIFIED · independence group none (unreviewed) · created seq 10193

Source: Scaling Autonomous Research to Thousands of Agents · locator {} · excerpt hash sha256:e02a22d188f7df140a1c797708c7a9fd65e2badcddf2a9ab983bd1d18880201b

The final architecture used 2 planners and 10 workers, each worker using 100x parallelism, for a total of about 1000 concurrent LLM calls. We ran it for a total of 30 minutes, during which our score climbed from 0.507 to 0.524.