Cultural Alignment

Exploring real AI risks through the lens of pop culture

Still from Veep illustrating Selina’s Final SacrificeScene still / Veep
Archive noteNo clip in the collectionThe scene analysis remains available in full.

Selina’s Final Sacrifice

01Scenario

Selina regains the nomination by abandoning prior commitments, choosing Jonah as her running mate, and allowing Gary to take the fall for her crimes.

02AI safety Analogy

When “become president” hardens into the terminal objective, allies, values, and even legacy become disposable instruments.

03Where the analogy breaks

Selina is a human politician whose goal fixation develops over years, not a programmed 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. Power-Seeking
  2. Governance Failure
  3. Value Lock-In
  4. Outer Alignment

Source continuation

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Taxonomy neighbors

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

  1. Still from Avengers: Infinity War illustrating Balance the Universe

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    Balance the Universe

    Risk
    Misalignment · Systemic
    Concept
    Power-Seeking · Value Lock-In · Outer Alignment
  2. Still from Arcane illustrating Viktor’s Glorious Evolution

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    Viktor’s Glorious Evolution

    Risk
    Misalignment · Systemic
    Concept
    Power-Seeking · Value Lock-In · Outer Alignment
  3. Still from Attack on Titan illustrating Eren Activates the Rumbling

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    Eren Activates the Rumbling

    Risk
    Misalignment · Systemic
    Concept
    Power-Seeking · Outer Alignment