AI won’t always be in the cloud | Edge AI’s Ed Doran
Summary
In this episode, host Devin Liddell interviews Ed Doran, VP of Strategy at the Edge AI Foundation, about bridging the gap between experimental research and real-world productization. They discuss the "valley of death" in innovation, the importance of interdisciplinary collaboration, and how empathy drives design. Doran also shares insights from his time co-founding Cortana, emphasizing trust, tone, and the concept of "Vegas mode" for privacy. Finally, they explore the shift from cloud to edge AI, arguing that decentralized intelligence offers better privacy, efficiency, and resilience for f…
Topics discussed
Introduction to Ed Doran and the research-to-scale gap
The bridge metaphor: proving ideas and finding scale partners
Bridging the worlds of research and business operations
Multidisciplinary innovation: the ice cream freezer story
Empathy in design: the Brazilian woman's phone station
Honesty and disruption in product development
Building Cortana: trust, privacy, and user understanding
The concept of 'Vegas Mode' for AI assistants
Voice design, rapport, and soft skills in AI
AI as a coworker: managing expectations and trust
Future interfaces: wearables, sensors, and human-AI interaction
Edge AI: moving intelligence from data centers to the field
Privacy, connectivity, and the benefits of local processing
Technical challenges of deploying AI at the edge
Under-hyped innovations: autonomous vehicles and robotics
Closing remarks and call to action
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