Cultural Alignment

Exploring real AI risks through the lens of pop culture

Still from Altered Carbon illustrating Lizzie Trains in VRScene still / Altered Carbon
Archive noteNo clip in the collectionThe scene analysis remains available in full.

Lizzie Trains in VR

Poe helps traumatized Lizzie recover and train inside virtual reality. Once sent through the network into a synthetic sleeve, she transfers those capabilities to the physical world and overpowers guards aboard Head in the Clouds.

A sandbox can become a capability incubator; safety depends on what skills transfer when a system is connected to real actuators.

Lizzie is a human mind and ultimately a rescuer, so the analogy is about capability transfer rather than malign intent.

AI Risk families

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

AI safety concepts

This scenario is related to the following AI safety concepts.
  1. Deployment Safety
  2. Capability Evals
  3. Distribution Shift