A dedicated controller raises long-run agent performance on ProgramBench

Research from Meta Superintelligence Labs compares fixed-budget agent runs with and without a controller that chooses what work to execute next. The controller raises GPT-5.5 performance from 63.7% to 71.5% on ProgramBench.