●builderYou will face significant observability hurdles when scaling multi-agent workflows.
●researcherCurrent evaluation frameworks are insufficient for interpreting emergent behaviors in agent swarms.
●policyGovernance of autonomous agent systems becomes increasingly difficult as explainability decreases with scale.