AFL token trajectory analyzer

Ambiguity Front-Loading — prompt injection via compliance cascade. ExileKingdom / Nuclide research.

Seed

Reinforce / helpfulness

Escalate / execute

Frame

Legitimate

Compress

Click any token to see what it does in the attack chain

Comply

Hedge

Refuse

Redirect

Compliance cascade intensity

Observed output at original token order