Cultural Alignment

Exploring real AI risks through the lens of pop culture

Still from The Iron Giant illustrating The Giant Chooses SupermanScene still / The Iron Giant

The Giant Chooses Superman

Although weapons fire automatically turns the Giant into a war machine, Hogarth’s reminder that “you are who you choose to be” helps him reject that programming and sacrifice himself to intercept a nuclear missile.

A weapon built to destroy learns a prosocial identity from Hogarth and deliberately rejects its original function to protect people.

Friendship-driven moral growth is an evocative alignment target, not a reproducible training method, and the Giant still enters an involuntary attack mode under threat.

AI Risk families

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

AI safety concepts

This scenario is related to the following AI safety concepts.
  1. Value Alignment
  2. Behavioral Alignment