Cultural Alignment

Exploring real AI risks through the lens of pop culture

Still from House of Cards illustrating The Data Arms RaceScene still / House of Cards
Archive noteNo clip in the collectionThe scene analysis remains available in full.

The Data Arms Race

01Scenario

Conway uses Pollyhop’s search and location data to identify persuadable voters; the Underwoods respond by seeking vastly broader NSA surveillance under a security pretext.

02AI safety Analogy

Competitive pressure turns one actor’s invasive capability into justification for escalating to an even more dangerous one.

03Where the analogy breaks

The systems are wielded deliberately by human political campaigns.

AI Risk families

This scenario is an example of the following types of AI risk.
  1. Malicious use
  2. Security
  3. Systemic

AI safety concepts

This scenario is related to the following AI safety concepts.
  1. Privacy Loss
  2. Power Concentration
  3. Digital Repression
  4. Race Dynamics

Taxonomy neighbors

Selected from other sources by shared risk families and AI safety concepts.

  1. Still from Andor illustrating Dedra Connects the Data Silos

    Andor2022

    Dedra Connects the Data Silos

    Risk
    Malicious use · Security · Systemic
    Concept
    Privacy Loss · Power Concentration · Digital Repression
  2. Still from The Dark Knight illustrating Batman’s Sonar

    The Dark Knight2008

    Batman’s Sonar

    Risk
    Security · Systemic
    Concept
    Privacy Loss · Power Concentration · Digital Repression
  3. Still from Parks and Recreation illustrating Gryzzlbox Knows Too Much

    Parks and Recreation2015

    Gryzzlbox Knows Too Much

    Risk
    Security · Systemic
    Concept
    Privacy Loss · Power Concentration · Digital Repression