concepts

Concepts in 5 minutes.

UseDesktop evals are built around one loop: environment, task, model rollout, grader, and evidence.

Vocabulary

Environment

The resettable desktop world where the agent acts.

Task

The instruction and constraints the model must complete.

Rollout

One model attempt inside an environment.

Trace

The screenshots, actions, observations, and intermediate states from the rollout.

Grader

The program or verifier that scores the final result.

Evidence

The trace, score, verdict, failure notes, and audit context used to trust an eval result.

Desktop

The place to compare runs, review weak evals, and prepare training data.