AI and the Responsible Data Economy with Dawn Song - #403
Analysis
This article from Practical AI discusses Dawn Song's work at the intersection of AI, security, and privacy, particularly her focus on building a 'platform for a responsible data economy.' The conversation covers her startup, Oasis Labs, and their use of techniques like differential privacy, blockchain, and homomorphic encryption to give consumers more control over their data and enable businesses to use data responsibly. The discussion also touches on privatizing data in language models like GPT-3, adversarial attacks, program synthesis for AGI, and privacy in coronavirus contact tracing.
Key Takeaways
- •Dawn Song's research focuses on building a responsible data economy.
- •Oasis Labs is developing a platform using techniques like differential privacy and blockchain.
- •The platform aims to give users more control over their data and enable responsible data usage by businesses.
Reference
“The platform would give consumers more control of their data, and enable businesses to better utilize data in a privacy-preserving and responsible way.”