/eval-outcomes — Outcomes as a Projection of the Locked Eval Substrate Grade an agent's output through Anthropic Outcomes (or any model) without ever forking the bar: the rubric is compiled from the locked eval substrate ( ), the grader runs holdout-safe, and the score is ingested back as the one council verdict record. Outcomes is a projection , never an alternate authority. Overview Outcomes (Anthropic, May 2026) closes the loop "agent runs → grader scores against a rubric → agent retries." AgentOps already has a locked, council-reviewed eval substrate (Suites/Tasks, deterministic-or-LLM sc…