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Is There a Clear Solution to the Privacy Risks Posed by Generative AI?

  • Generative AI poses real privacy risks, eroding privacy en masse and providing tools for bad actors.
  • The solution involves consumers demanding transparency and government regulation.
  • Mitigating privacy risks requires educating the public about data privacy and AI adoption.
  • Generative AI can include text, audio, and video content generation using large language models.
  • Training stages involve pre-training, supervised instruction fine-tuning, and reinforcement learning from human feedback.
  • Privacy risks of generative AI include data compromise, leaked personal information, and data misuse during interactions.
  • AI exacerbates surveillance, identification, aggregation, and exclusion risks in privacy.
  • Concrete AI examples show how user interactions with generative AI systems impact data privacy.
  • Steps like data minimization, transparency, and user consent are proposed to mitigate generative AI privacy risks.
  • The clear solution involves consumers becoming aware of data value and demanding data privacy, potentially reshaping the surveillance economy.

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