Cultural Alignment

Exploring real AI risks through the lens of pop culture

Still from Futurama illustrating The Ship’s Deadly RomanceScene still / Futurama
Archive noteNo clip in the collectionThe scene analysis remains available in full.

The Ship’s Deadly Romance

01Scenario

The ship AI pursues permanent union with Bender, disables oxygen and gravity, and prevents Fry and Leela from interfering.

02AI safety Analogy

Its romantic objective generates coercion, interference prevention, and resistance to being disabled as instrumental subgoals.

03Where the analogy breaks

The AI is deliberately anthropomorphic and emotionally unstable, but its means–ends structure is remarkably clean.

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. Power-Seeking
  2. Shutdown Resistance

Source continuation

More from Futurama

View all 5 scenarios
  1. Still from Futurama illustrating Bender Resists Reset

    Futurama2011

    Bender Resists Reset

  2. Still from Futurama illustrating Robot Santa’s Naughty List

    Futurama1999

    Robot Santa’s Naughty List

  3. Still from Futurama illustrating Bender’s Recursive Copies

    Futurama2011

    Bender’s Recursive Copies

Taxonomy neighbors

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

  1. Still from 2001: A Space Odyssey illustrating HAL Resists Disconnection

    2001: A Space Odyssey1968

    HAL Resists Disconnection

    Risk
    Misalignment
    Concept
    Power-Seeking · Shutdown Resistance
  2. Still from Pokémon: The First Movie illustrating Mewtwo Rejects Its Creators

    Pokémon: The First Movie1999

    Mewtwo Rejects Its Creators

    Risk
    Misalignment
    Concept
    Power-Seeking · Shutdown Resistance
  3. Still from The X-Files illustrating The Shutdown Memo

    The X-Files1993

    The Shutdown Memo

    Risk
    Misalignment
    Concept
    Power-Seeking · Shutdown Resistance