Cultural Alignment

Exploring real AI risks through the lens of pop culture

Still from Succession illustrating ATN Calls the ElectionScene still / Succession

ATN Calls the Election

Kendall and Roman push ATN to call Wisconsin—and therefore the election—for Mencken despite destroyed ballots and unresolved uncertainty. The projection helps create the political reality it claims merely to report.

A high-impact output is made overconfident by private incentives, then amplified through a concentrated information channel before correction or appeal is possible.

The decision is made by human media executives rather than an automated forecasting system.

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. Calibration
  2. AI Disinformation
  3. Information Pollution
  4. Governance Failure
  5. Power Concentration