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AI's Role in Tomorrow's Technology - Vinesh Sukumar - The Agentic Insider - Episode #11
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How can we build future-proof AI? It’s nearly impossible, but that’s something Phillip and Alistair touch on in this episode with Dr. Vinesh Sukumar, VP Head of Gen AI/ML Product Management at Qualcomm. Vinesh discusses the challenges and innovations in the Edge AI space, the significance of personalization, and the transition from static AI models to autonomous agents. He shares insights into the elements necessary for creating a best-in-class Edge AI processor and reflects on his extensive career. The episode also covers the importance of security and governance in AI systems, successful and challenging AI projects, and future trends in AI technology.
Takeaways:
- Embrace Continuous Learning: The field of AI is evolving rapidly. Continuously update your knowledge by reading research papers, books, and watching educational talks.
- Understand the Importance of Personalization in AI: Focus on creating AI systems that offer personalized user experiences. AI should be able to adapt to individual needs and preferences while ensuring privacy and security.
- Leverage Edge Computing: Explore the benefits of edge computing for AI applications, especially in scenarios where latency, bandwidth, and power constraints are critical.
- Participate in Consortia and Standards: Engage with industry consortia like NIST to stay informed about best practices in AI safety, governance, and standards.
- Focus on Interoperability: Ensure that your AI systems can work seamlessly with other external tools, APIs, and multi-agent systems. Interoperability is crucial for robust AI deployment.
- Innovate Responsibly: Prioritize responsible AI development by continuously monitoring deployed systems and updating them as necessary to ensure ongoing safety and performance.
Quote of the Show:
- “It’s a learning experience everyday.” - Vinesh Sukumar
Links:
- LinkedIn: https://www.linkedin.com/in/vineshsukumar/
- Website: https://www.qualcomm.com/
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