In AI We Trust? Vijay Karunamurthy (Scale AI): How do companies safely unlock the value of AI? (Hint – through human touch!)
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Nov 1, 2023 Vijay Karunamurthy, field CTO at Scale AI, discusses responsibly harnessing the benefits of AI, evaluating AI systems at DEFCON 31, potential for public-private partnerships, and the Biden-Harris Administration Voluntary AI Commitments. The podcast explores incorporating human values, standards in AI, risks of generative AI in businesses, and enhancing human decision-making with AI.
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Unlocking AI Value
- Safely unlocking AI's value involves transparency and understanding societal impact.
- Testing and evaluating models for unexpected outputs and 'hallucinations' are key.
Importance of AI Standards
- AI standards define model capabilities and potential harms, enabling informed societal discussions.
- These standards prioritize mitigating major societal harms like creating explosives.
AI Use Cases and Advice
- Focus on high-ROI use cases, often in back-end processes of regulated industries.
- Generative AI transforms roles by providing real-time insights and feedback, like for wealth advisors.