Quantum computing is coming and it’s safe to say that only a handful of people know what it is. At NAB 2019, USC Viterbi School of Engineering Ph.D. candidate Bibek Pokharel did an excellent job of breaking down the basics. First, according to quantum computer scientists, all the computers we have used thus far are “classical computers.” Although IBM, Intel, Google, Microsoft, Rigetti and D-Wave have built quantum computers, the task is so incredibly complex that you won’t be able to purchase one at Best Buy. Continue reading Quantum Computing Era Approaches as Moore’s Law Ends

IEEE Ethically Aligned Design outreach committee co-chair Maya Zuckerman presided over an NAB 2019 panel examining the thorny issues surrounding ethics and artificial intelligence. With Augmented Leadership Institute chief executive Sari Stenfors and Corto chief executive Yves Bergquist, who is lead of AI and neuroscience at USC’s Entertainment Technology Center, the consensus was there is too much focus on AI creating dystopian outcomes. In fact, Stenfors strongly believes AI can contribute to a utopian society. Continue reading Experts Examine Ethical Implications of Artificial Intelligence

China and India are the world’s most populous nations. Although most people in the industry know at least a bit about media & entertainment in these countries, an NAB 2019 panel brought in two native experts to paint a fuller, more realistic and even surprising picture. A discussion moderated by Corto founder/chief executive and ETC project lead Yves Bergquist brought together two leading experts: Whistling Woods’ Chaitanya Chinchlikar from India and Dr. Charles Lee from China, both of whom gave in-depth presentations. Continue reading A Deep Dive into Media & Entertainment in China and India

At a panel during this year’s NAB Show, Unity Technologies head of cinematics Adam Myhill reported that video game revenue has topped movie revenue for the last two years. “The top 25 IPs in the world are games now, and some of them are worth $10 billion, which is staggering,” he said. “On a quarterly basis, more people play Unity games than watch TV. Games reach three billion people, and the world’s population is a little more than twice that.” The point was, with such massive scale, games are bound to influence movies and other entertainment. Continue reading Impact of Multiplayer Games on Entertainment and Cinema

Before an NAB 2019 panel discussion on machine learning and artificial intelligence in filmmaking began, Corto chief executive Yves Bergquist wanted to make one thing clear. “AI and machine learning are used interchangeably,” said Bergquist, who also leads research in AI and neurosciences at USC’s Entertainment Technology Center. “But they are not. Machine learning is a property of AI. The ML app will have opinions about the data, but AI will use ML to have agency over that data and take action.” Bergquist asked the panel how filmmakers can leverage ML and AI to create optimization and efficiencies as well as better artistic content. Continue reading How AI & Machine Learning Tools Could Benefit Filmmaking

In a keynote address at NAB in Las Vegas, ETC data & analytics project director Yves Bergquist described how the changing economics of media audiences require new measurement methods and metrics. For the first time, he said, the media and entertainment industry can leverage behavioral psychology, computational neuroscience and machine learning to understand the deep cognitive relationship between audiences and content. He pointed to director Alfred Hitchcock’s prescient statement that, “Creation is based on an exact science of audience reactions.” Continue reading NAB 2018: ETC Keynote on the Audience Genomics Revolution

At ETC’s conference on machine learning/AI at NAB, director of data and analytics Yves Bergquist talked about the work ETC@USC is doing to understand AI, storygraphics and audience intelligence. At the heart of the question, he said, is why we like or don’t like a movie or TV show. Getting an audience member to describe why she liked her favorite movie, he responded that the people who made that movie don’t know why she liked it. “Not because they’re stupid, but because it is a very complex, multi-faceted question,” he said. Continue reading NAB 2017: ETC Charts Path From Big Data to Big Knowledge