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AI and the Future of Work: Artificial Intelligence in the Workplace, Business, Ethics, HR, and IT for AI Enthusiasts, Leaders and Academics
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314: Mike Schuster, Two Sigma AI Leader and Google Translate Pioneer, On AI in Finance, Data Challenges, Collaboration, and Future Trends
Manage episode 455801870 series 2986762
Dr. Mike Schuster is the head of the AI Core team at Two Sigma, where he leads engineers and quantitative researchers in advancing AI technologies across the firm's investment strategies and internal efficiencies. With over 25 years of expertise in machine learning and deep learning, Mike has been at the forefront of AI trends in tech and finance. Prior to Two Sigma, he spent 12 years at Google, contributing to transformative projects like Google Translate as part of the Google Brain team. Dr. Schuster holds a PhD in Electrical Engineering from the Nara Institute of Science and Technology in Japan and is recognized as a pioneer whose work has significantly shaped the AI landscape.
In this conversation, we discuss:
- The challenges and importance of building collaborative teams for complex AI systems in finance.
- Key differences between developing AI technologies in tech companies like Google versus finance firms like Two Sigma.
- The evolution of neural networks and their transformative impact on applications like Google Translate.
- The ethical considerations and risks of using AI in finance compared to other industries.
- Insights into data quality challenges and strategies for addressing bias in financial modeling.
- Predictions for the future of AI, focusing on efficiency, data quality, and practical advancements over the next five years.
Resources:
Subscribe to the AI & The Future of Work Newsletter
Episode on how AI is diagnosing and treating sleep disorders
261 episod
Manage episode 455801870 series 2986762
Dr. Mike Schuster is the head of the AI Core team at Two Sigma, where he leads engineers and quantitative researchers in advancing AI technologies across the firm's investment strategies and internal efficiencies. With over 25 years of expertise in machine learning and deep learning, Mike has been at the forefront of AI trends in tech and finance. Prior to Two Sigma, he spent 12 years at Google, contributing to transformative projects like Google Translate as part of the Google Brain team. Dr. Schuster holds a PhD in Electrical Engineering from the Nara Institute of Science and Technology in Japan and is recognized as a pioneer whose work has significantly shaped the AI landscape.
In this conversation, we discuss:
- The challenges and importance of building collaborative teams for complex AI systems in finance.
- Key differences between developing AI technologies in tech companies like Google versus finance firms like Two Sigma.
- The evolution of neural networks and their transformative impact on applications like Google Translate.
- The ethical considerations and risks of using AI in finance compared to other industries.
- Insights into data quality challenges and strategies for addressing bias in financial modeling.
- Predictions for the future of AI, focusing on efficiency, data quality, and practical advancements over the next five years.
Resources:
Subscribe to the AI & The Future of Work Newsletter
Episode on how AI is diagnosing and treating sleep disorders
261 episod
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1 318: How AI and Sustainability are Redefining Hybrid Work and Product Design: Insights from Prakash Arunkundrum, Logitech COO 40:15
1 317: Dr. Brian Magerko on Revolutionizing Creativity: AI's Role in Art, Music, and Education 36:13
1 316: Punit Soni, CEO of Suki, On Healthcare AI Revolution, Voice Assistants, and Empowering Clinicians 35:49
1 315: Tony Stubblebine, CEO of Medium, On Human Curation, Subscription-Driven Quality, and Fixing the Internet 35:22
1 314: Mike Schuster, Two Sigma AI Leader and Google Translate Pioneer, On AI in Finance, Data Challenges, Collaboration, and Future Trends 37:52
1 Special Episode: John Chambers, Former CEO of Cisco and Founder of JC2 Ventures, on the Future of AI-Driven Work and Investing in PeopleReign 31:29
1 313: Boe Hartman, Co-Founder & CTO of Nomi Health, on Transforming U.S. Healthcare with Real-Time Data, Innovation and AI 44:11
1 312: Ray Wang, CEO of Constellation Research, On Decentralized Intelligence, Data Precision, Cross-Industry Collaboration, and AI’s Evolution 33:34
1 311: Holger Mueller, Constellation Research VP, On Cloud Acceleration, AI Ethics, and Enterprise Agility 35:03
1 310: Dr. Zohar Bronfman, CEO of Pecan AI, on AI’s True Limits, Ethics, and the Edge of Human vs. Artificial Intelligence 36:05
1 309: Dr. Seth Dobrin, CEO of Qantm AI, on the AI Revolution: Job Creation, Cultural Bias, and Preparing for Rapid Workforce Changes 36:27
1 308: Alex Tsakiris, Host of the Skeptiko Podcast, On AI, Consciousness, and Redefining Truth in the Age of Technology 52:16
1 307: Keith Sonderling, EEOC Commissioner: using AI to make hiring more fair and eliminate human bias 47:42
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