People from across the AI world came together in San Francisco for the Artificial Intelligence Conference. Below you'll find links to highlights from the event.
Unlocking innovation in AI
Ben Lorica and Roger Chen provide a glimpse into tools and trends poised to accelerate AI innovation.
- Watch "Unlocking innovation in AI."
China: AI superpower
Kai-Fu Lee outlines the factors that enabled China's rapid ascension in AI.
- Watch "China: AI superpower."
Fireside chat with Tim O'Reilly and Kai-Fu Lee
Tim O'Reilly and Kai-Fu Lee discuss differences in how China and the U.S. approach AI and why AI might give humanity larger purpose.
AI foundations: What shapes the AI that’s shaping our world?
Meredith Whittaker says the benefits of AI will only come if we have a clear-eyed perspective on its dark side.
Using machine learning in workload automation
Akhilesh Tripathi shows you how to use machine learning to identify root causes of problems in minutes instead of hours or days.
AI at scale at Coinbase
Soups Ranjan describes the machine learning system that Coinbase built to detect potential fraud and fake identities.
- Watch "AI at scale at Coinbase."
OpenAI and the path toward safe AGI
Greg Brockman discusses OpenAI's recent advancements and their implications for how we should plan for creating safe artificial general intelligence (AGI).
- Watch "OpenAI and the path toward safe AGI."
Raising AI to benefit business and society
Kishore Durg explains why deploying AI requires raising it to act as a responsible representative of the business and a contributing member of society.
Beyond hype: AI in the real world
Julie Shin Choi reviews real-world customer use cases that take AI from theory to reality.
- Watch "Beyond hype: AI in the real world."
Machine learning in the cloud
Hagay Lupesko explores key trends in machine learning, the importance of designing models for scale, and the impact that machine learning innovation has had on startups and enterprises alike.
- Watch "Machine learning in the cloud."
Customized ML for the enterprise
Levent Besik explains how enterprises can stay ahead of the game with customized machine learning.
- Watch "Customized ML for the enterprise."
Accelerating AI on Xeon through SW optimization
Huma Abidi discusses the importance of optimization to deep learning frameworks.
AI and security: Lessons, challenges, and future directions
Dawn Song explains how AI and deep learning can enable better security and how security can enable better AI.
Four success factors for building your AI business journey
Manish Goyal shows you how to best unlock the value of enterprise AI.
The breadth of AI applications: The ongoing expansion
Peter Norvig says one of the most exciting aspects of AI is the diversity of applications in fields far astray from the original breakthrough areas.
Joseph Sirosh tells an intriguing story about AI-infused prosthetics that are able to see, grip, and feel.
- Watch "Connected arms."
A new golden age for computer architecture
David Patterson explains why he expects an outpouring of co-designed ML-specific chips and supercomputers.