Uploaded August 2024 | Updated September 2026, 2 weeks ago
David Ellison is the Chief Data Scientist for Lenovo ISG. Through Lenovo’s US and European AI Discover Centers, he leads a team that uses cutting-edge AI techniques to deliver solutions for external customers while internally supporting the overall AI strategy for the World Wide Infrastructure Solutions Group. Before joining Lenovo, he ran an international scientific analysis and equipment company and worked as a Data Scientist for the US Postal Service. Previous to that, he received a PhD in Biomedical Engineering from Johns Hopkins University. He has numerous publications in top tier journals including two in the Proceedings of the National Academy of the Sciences.
Episode 8 Chapter Breaks:
00:00 Introduction - Impact of Responsible AI: Insights from David Ellison and Lenovo
03:42 Differential privacy mechanism
07:44 Explainability in AI decision making with complex, modern data sets
11:51 How can data scientists effectively mitigate potential environmental and social impacts associated with AI system deployment?
14:03 The future of large models in the cloud versus small language models running on the edge
Subscribe now to Intel on YouTube: intel.ly/3IX1bN2
About Intel:
Intel, the world leader in silicon innovation, develops technologies, products and initiatives to continually advance how people work and live. Founded in 1968 to build semiconductor memory products, Intel introduced the world's first microprocessor in 1971. This decade, our mission is to create and extend computing technology to connect and enrich the lives of every person on Earth.
Connect with Intel:
Visit Intel WEBSITE: intel.ly/Intel
Follow Intel on X: intel.ly/Twitter
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Follow Intel on LINKEDIN: intel.ly/LinkedIn
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The Impact of Responsible AI: Insights from David Ellison and Lenovo | Intel
youtube.com/intel
David Ellison is the Chief Data Scientist for Lenovo ISG. Through Lenovo’s US and European AI Discover Centers, he leads a team that uses cutting-edge AI techniques to deliver solutions for external customers while internally supporting the overall AI strategy for the World Wide Infrastructure Solutions Group. Before joining Lenovo, he ran an international scientific analysis and equipment company and worked as a Data Scientist for the US Postal Service. Previous to that, he received a PhD in Biomedical Engineering from Johns Hopkins University. He has numerous publications in top tier journals including two in the Proceedings of the National Academy of the Sciences.
Episode 8 Chapter Breaks:
00:00 Introduction - Impact of Responsible AI: Insights from David Ellison and Lenovo
03:42 Differential privacy mechanism
07:44 Explainability in AI decision making with complex, modern data sets
11:51 How can data scientists effectively mitigate potential environmental and social impacts associated with AI system deployment?
14:03 The future of large models in the cloud versus small language models running on the edge
Subscribe now to Intel on YouTube: intel.ly/3IX1bN2
About Intel:
Intel, the world leader in silicon innovation, develops technologies, products and initiatives to continually advance how people work and live. Founded in 1968 to build semiconductor memory products, Intel introduced the world's first microprocessor in 1971. This decade, our mission is to create and extend computing technology to connect and enrich the lives of every person on Earth.
Connect with Intel:
Visit Intel WEBSITE: intel.ly/Intel
Follow Intel on X: intel.ly/Twitter
Follow Intel on INSTAGRAM: intel.ly/Instagram
Follow Intel on LINKEDIN: intel.ly/LinkedIn
Follow Intel on TIKTOK: intel.ly/TikTok
The Impact of Responsible AI: Insights from David Ellison and Lenovo | Intel
youtube.com/intel
