The AI in Business Podcast Channeling Enterprise AI ‘for Good’ in Responsible Data and Workflows - with Juan Ferres of Microsoft
Aug 6, 2024
Juan Lavista Ferres, Microsoft’s Chief Data Scientist and Corporate Vice President, discusses his visionary book 'AI for Good,' promoting altruistic AI solutions. He highlights AI's role in tackling global health issues and the need for responsible technology alignment with human values. The conversation also covers the challenges in medical diagnostics like skin cancer detection and the innovative use of AI in pediatric healthcare to combat childhood blindness. Ferres emphasizes the importance of context for sustainable tourism and the ethical responsibilities tied to AI advancements.
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AI Cheating
- AI models can "cheat" by finding shortcuts in data, like a ruler in skin cancer photos.
- This leads to inaccurate real-world results, as seen in a skin cancer detection model.
Balancing Interests
- Island governments sometimes struggle to balance individual livelihoods with ecosystem health.
- Quantifying the value of natural resources can help governments prioritize long-term sustainability.
Tourism Data
- Tourists' feedback on experiences like snorkeling can be analyzed with AI to understand their preferences.
- This data helps governments and businesses understand what attracts tourists and improve their offerings.