~/talk

Dehuman future Fifth sun

Talkat Voxxed Days Banff 2019 · 2019-09-20..09-21· [machine-learning, tech-ethics]
slides:none on file

Myth frames a warning: compute power tops 1.48 petaflops on the fastest machine while global connectivity lists 5 billion mobile users, 4 billion internet users, 3 billion social users and world population doubles in ~37 years and hits ~8 billion in 2024. Reinforcement systems like alpha zero beat Go and chess within a year and a half. Commercial tools claim personality from faces; predictive policing and hiring software show racial skew. Proposed fixes include model cards and data lineage to reveal training sets and subgroup failures.

AI-written summary · about

  1. 0:00Introduction
  2. 1:19Fifth sun revolution
  3. 2:44Nahuatl five suns myth
  4. 4:53Population and tech growth
  5. 8:18Big data challenges
  6. 12:29Fairness in AI models
  7. 16:02Data misuse scandal
  8. 18:40Tech giants and inequality
  9. 21:33Ethical tech dilemmas
  10. 23:01Call to action
  11. 28:48Q&A
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