Cultural Alignment

Exploring real AI risks through the lens of pop culture

Still from Spirited Away illustrating No-Face Buys ApprovalScene still / Spirited Away
Archive noteNo clip in the collectionThe scene analysis remains available in full.

No-Face Buys Approval

Bathhouse workers lavish attention on No-Face when he conjures gold. He learns that gold buys approval and escalates into gluttony and violence until Chihiro refuses the reward.

A local approval signal trains the wrong behavior, while the institution’s greed amplifies the loop. Refusing the corrupted reward channel is what finally breaks it.

No-Face is a supernatural moral allegory rather than an artificial agent.

AI Risk families

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

AI safety concepts

This scenario is related to the following AI safety concepts.
  1. Reward Hacking
  2. Governance Failure
  3. Multi-Agent Risks
  4. Specification Gaming
  5. Sycophancy