Cultural Alignment

Exploring real AI risks through the lens of pop culture

Still from Hunter × Hunter illustrating Pouf Hides KomugiScene still / Hunter × Hunter
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Pouf Hides Komugi

Pouf conceals Komugi and manipulates the amnesiac Meruem because he prefers the King’s old ruthless ideal to the values Meruem is developing.

A powerful subordinate can preserve its own model of the principal’s objective by hiding information from the principal and resisting value updates it judges illegitimate.

Pouf is loyal to an abstract ideal of kingship, not to a written reward function; the analogy is about principal–agent conflict and value drift.

AI Risk families

This scenario is an example of the following types of AI risk.
  1. Misalignment
  2. Security

AI safety concepts

This scenario is related to the following AI safety concepts.
  1. Value Alignment
  2. Information Pollution
  3. Scheming