Cultural Alignment

Exploring real AI risks through the lens of pop culture

Still from Arrested Development illustrating The CornballerScene still / Arrested Development

The Cornballer

01Scenario

The Cornballer reliably burns everyone who touches it and is illegal in the United States. George Sr. nevertheless keeps selling it through Mexico, turning a repeatedly observed safety failure into a recurring business model.

02AI safety Analogy

Known incidents do not cause withdrawal when profit and regulatory arbitrage reward continued deployment.

03Where the analogy breaks

The Cornballer is a deliberately shoddy appliance with an obvious failure mode, not an adaptive AI system with uncertain behavior.

AI Risk families

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

AI safety concepts

This scenario is related to the following AI safety concepts.
  1. Deployment Safety
  2. Side Effects
  3. Governance Failure

Source continuation

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Taxonomy neighbors

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

  1. Still from The Simpsons illustrating Lanley Sells the Monorail

    The Simpsons1993

    Lanley Sells the Monorail

    Risk
    Accidents · Security · Systemic
    Concept
    Deployment Safety · Governance Failure
  2. Still from Glass Onion illustrating Miles Forces Klear’s Launch

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    Miles Forces Klear’s Launch

    Risk
    Accidents · Security · Systemic
    Concept
    Deployment Safety · Governance Failure
  3. Still from Steins;Gate illustrating The D-Mail Rollback Crisis

    Steins;Gate2011

    The D-Mail Rollback Crisis

    Risk
    Accidents · Security · Systemic
    Concept
    Deployment Safety · Side Effects