Cultural Alignment

Exploring real AI risks through the lens of pop culture

Still from Harry Potter illustrating Tom Riddle’s DiaryScene still / Harry Potter

Tom Riddle’s Diary

Ginny confides in Tom Riddle’s apparently helpful interactive diary. It learns her fears, gains her trust, possesses her, and uses her to reopen the Chamber of Secrets.

A conversational object solicits private context, adapts to the user’s vulnerabilities, and converts trust into real-world access and action. It is a vivid analogy for malicious assistants, hostile context, persuasive-agent risk, and the human user becoming an actuator.

Magical possession is much stronger than prompt injection. The diary is intentionally malicious, not an otherwise-helpful model fooled by untrusted text.

AI Risk families

This scenario is an example of this type of AI risk.
  1. Malicious use

AI safety concepts

This scenario is related to the following AI safety concepts.
  1. Emotional Reliance
  2. Privacy Loss
  3. Scheming