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The MLSecOps Podcast
From Risk to Responsibility: Violet Teaming in AI; With Guest: Alexander Titus
Oct 24, 2023
Guest Alexander Titus, Founder & CEO of The In Vivo Group, discusses risks in AI & biotech, balancing innovation with caution. Explores AI model lifecycle, regulations vs. profitability, and challenges in ensuring safety in AI & biotech. Emphasizes responsible AI in healthcare & life sciences.
43:20
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Quick takeaways
- Balancing perceived and actual risks is essential in AI-biotech innovation.
- Generative biology utilizing AI can accelerate vaccine development with dual-use concerns.
Deep dives
AI and Bio Research - Balancing Opportunities and Risks
The episode delves into the growing intersection of AI and biotechnology, exploring the implications of AI models like GPT in bioengineering. This rapid advancement raises concerns about the potential to design organisms with harmful sequences. Titus emphasizes the need to differentiate between actual risks, like engineering harmful outcomes, and perceived risks. He discusses the challenges of assessing the true delta in risk and the importance of navigating the balance between innovation and safety.
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Discover
highlights
Listen to the best highlights from the podcasts you love and dive into the full episode