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Self-HPO framework alternates harness and policy optimization for coding agents
8% across three coding benchmarks. 8 is the harness proposer.
Interlock framework synthesizes long-horizon agent tasks that improve agent pass rates after training
Interlock represents tasks as completion graphs and generates workspaces, requests and rubrics. 16 points.