The model takes the adversary perspective seriously, names rival hypotheses with falsifiable
conditions, surfaces fixed assumptions, and lists the world-state changes that would break
the analysis. It does not produce operational adversary playbooks.
REMINDER: Output is an analytical aid, not a verdict on the source. Use it to strengthen your draft against challenge, not to weaponize it. Do not paste classified material or PII you cannot lawfully share.