Based Camp | Simone & Malcolm Collins

Phrenology is Back, Baby! AI is VERY Good at Making Predictions From Face Scans

Aug 11, 2025
The podcast dives into the controversial realm of predicting personal traits from facial features, exploring the remnants of phrenology and the implications of AI in this field. With a nod to modern studies showing AI's surprising accuracy in criminality predictions, ethical concerns are woven throughout the conversation. They tackle the intersection of technology and identity, discussing potential insights into sexuality and aggression. Balancing serious topics with humor, they also touch on societal perceptions and the influence of wealth on tech development.
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INSIGHT

Phrenology's Comeback Via AI

  • AI can infer politics, sexuality, criminality and other traits from facial images.
  • Malcolm Collins says modern algorithms revive phrenology-like claims.
ANECDOTE

2016 Criminality Study And Its Claim

  • A 2016 study claimed 89.51% accuracy classifying Chinese male ID photos as criminals.
  • Malcolm Collins cites this as a shocking example of AI's predictive claims.
INSIGHT

Methodological Critiques Of Crime Claims

  • Critics argue algorithms learn dataset artifacts like smiling bias rather than innate traits.
  • Malcolm Collins notes the resulting debate is highly politicized and unresolved.
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