PRISM: PRIvileged Sibling-guided Multi-Agent Topology Design
PRISM recovers per-query signal from execution-verified graphs by using a teacher model trained with privileged information from a sibling graph that solved the same query. The method involves on-policy self-distillation, allowing the student to learn better topology designs than standard supervised fine-tuning, leading to improved performance across diverse benchmarks.