2026-10-12
MASS: Recursive Self-Improvement through Multi-Agent Self-Supervision
“After the second cycle, score per output token reached 1.2-1.6x the base model's level across four research benchmarks.”
- contradicted Gains across three research benchmarks. Four: MLR-Bench, DSBench, ScienceAgentBench, AstaBench E2E-Hard.
- left out Coding scores were lower on Terminal-Bench 2.0 and SWE-bench Verified.