Preprint Open access
Copies or Sources? Measuring How LLM Aggregators Count Restated Evidence in Multi-Agent Systems
Multi-agent systems built on large language models (LLMs) restate observations as a matter of course: relays forward them, shared boards repeat them and discussion rounds echo them. An aggregator that pools such messages should count sources, not statements. We convert a reported probability into units of independent r …