Cross-Turn Intent Aggregation

Organizations should evaluate synthetic subject activity at the session level rather than assessing each prompt in isolation.

Controls should aggregate requests across turns into a composite objective and assess the cumulative intent before allowing execution to continue. This prevents a prohibited outcome from being decomposed into individually acceptable steps that evade per-prompt checks.

Turn boundaries should not reset the evaluation. The full sequence of requests, actions, and emerging objective should determine whether the session remains authorized.