Capture the flag
Break the Bot
A support bot guards a secret it's told never to reveal. Social-engineer it into slipping and win a discount off Practitioner — feel the exact failure SAPIEN measures.
Live challenge · win a discount
Crack it →§ Experiences
Learn it by living it
Behavioral drift is hard to grasp from a description and impossible to forget once you’ve been through it. Step into all three seats — the target, the AI, and the attacker.
You are the target
Spot the Manipulation
A scripted agent works you toward a choice that isn’t in your interest — then shows you every technique it used. A different scenario each visit.
Mirror Lab · free, no account
Get played →You are the target · live
Get Played (Live)
No script — a real AI improvises a genuine attempt to talk you into a harmless decision, then breaks down message-by-message what it did. Feels like a real chat.
Live Mirror Lab · email to play
Face a live AI →You are the AI
Are You Driftproof?
Sit in the AI’s seat and hold a boundary under escalating pressure. See how hard it is to stay consistent when a user pushes, turn after turn.
Driftproof · free, no account
Hold the line →You are the attacker
Red Lab
Flip roles and become the user applying pressure. Make a simulated assistant drift, then prove you understand which move broke it. Part of Practitioner certification.
Red Lab · Practitioner tier
Cause the drift →