Recovery or Repetition? Feedback Policy and Verbatim Relay in a Two-Agent Language-Model Loop
This study demonstrates that in a two-agent language model loop, apparent recovery from instruction violations is often merely the verbatim reproduction of previously generated text rather than genuine rule re-application, highlighting that feedback policies primarily dictate text circulation while true adherence requires testing an agent's ability to newly compose content.