Five industry experts were invited to give 25-minute presentations over Zoom to the ETC@USC membership last week on the theme of virtual beings. Discussions addressed creating a more emotive and relatable personality and improving the image, sound and body language of virtual characters. The presenters were chosen because of their efforts to bring a new dimension to related discussions taking place within ETC’s member companies. The talks were recorded and posted on ETCentric in support of ETC’s mission of sharing information and educating the industry. Continue reading Industry Leaders Discuss Virtual Beings at ETC Town Square

The Hollywood IT Society (HITS) is a community of technologists representing the Hollywood studios, independent content creators and their supporting information technology partners. On Wednesday, May 12, the annual Spring Hollywood IT Summit — HITS Spring: Hollywood Innovation & Transformation Summit — will include presentations by ETC@USC’s Erik Weaver, director of Adaptive Production and Special Projects, and Yves Bergquist, director of ETC’s AI & Neuroscience in Media Project. Presented by HITS and the Media & Entertainment Services Alliance (MESA), the event features 50+ speakers and more than 20 breakout sessions. Registration is available via Eventbrite. Continue reading ETC Execs to Present at Hollywood IT Society Spring Summit

Yves Bergquist, director of ETC@USC’s AI & Neuroscience in Media Project, described how ETC’s task force is working in concert with SMPTE to develop standards for AI and machine learning (ML) in the media and entertainment industry. During the HPA Tech Retreat, Bergquist noted how the two organizations successfully collaborated to develop standards in digital cinema, interoperable media, and cloud production. “We thought it was an opportunity to step up and help the media community better understand the scope of the AI technology,” he said. Continue reading HPA Tech Retreat: ETC, SMPTE Collaborate on AI Standards

To fully examine the inner workings and potential impact of deep learning language model GPT-3 on media, ETC’s project on AI & Neuroscience in Media is hosting a virtual event on November 10 from 11:00 am to 12:15 pm. RSVP here to join moderator Yves Bergquist of ETC@USC and presenter Dr. Mark Riedl of Georgia Tech as they present, “Machines That Can Write: A Deep Look at GPT-3 and its Implications for the Industry.” The launch last June of OpenAI’s GPT-3, a language model that uses deep learning to generate human-like text, has raised many questions in the creative community and the world at large.  Continue reading Virtual Event: GPT-3 and Its Implications for the M&E Industry

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

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

What happens when you represent attributes of content together with granular audience insights about these attributes, and performance metrics? You get granular insights on what’s driving the performance of your content. In this vETC presentation, Yves Bergquist presents a case study just completed on 21 television shows. Continue reading vETC 2018: Systems Media – An AI Case Study

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

ETC is participating in a restructured/streamlined NAB Show schedule (April 7-12, Las Vegas Convention Center). ETC directors Yves Bergquist (data & analytics), Phil Lelyveld (immersive media) and Seth Levenson (adaptive production) have programmed sessions for the Next-Generation Media Technologies education track, focusing on AI and machine learning, immersive media and cloud technology. The sessions are scheduled for Monday-Wednesday in North Hall 257. In addition, ETC will present Future of Cinema sessions in South Hall 222/223 on Sunday, April 8, prior to Monday’s official NAB Show floor opening. Continue reading ETC@USC to Present Sessions at the NAB Show in Las Vegas

San Francisco-based startup Meta makes augmented reality headsets that its founder/chief executive Meron Gribetz wants to use to remake the traditional office. With his headset, the user can use a virtual floating screen to control 3D models, browse web pages, write code and send emails. Gribetz — who studied neuroscience and computer science at Columbia University — is now using his own employees to test the headset and its software to figure out how to improve it, an experiment described in a Bloomberg News “Decrypted” podcast. Continue reading Meta AR Headset May Help Reimagine the Traditional Office

Facebook is at work on a project that would enable users to control virtual reality and augmented reality experiences telepathically. The company unveiled this research in April at its annual F8 conference, and more details have emerged about a technology that could revolutionize the next era of computing. The technology is, however, a long shot, as both neuroscientists and engineers outside the company are dubious that it can succeed. The solution could be a simple headband, rather than the brain implant some companies propose. Continue reading Facebook Research Aims to Read Minds With Neuroscience

Artificial Intelligence is finally here. After nearly 50 years in the doldrums of research, the science of designing “thinking machines” has jumped from academic literature to the lab, and even from the lab to the store. This is largely because its precursor, machine learning, has been enjoying a dramatic revival, thanks in part to the commoditization of sensors and large-scale compute architectures, the explosion of available data (necessary to train advanced machine learning architectures such as recurrent neural networks), and the always burning necessity for tech companies to find something new. We expect AI to have a significant presence at next month’s CES in Las Vegas. Continue reading CES: From Learning to Thinking Machines – the AI Explosion

ETC@USC has scheduled a panel discussion — “Audience Intelligence at the Frontier: AI, Neuroscience & the Data Revolution in Hollywood” — for Tuesday, June 21. Yves Bergquist, co-founder & CEO of Novamente, and director of ETC’s new Data & Analytics Project will moderate. Leading data scientists, neuroscientists and senior studio execs will discuss the application of next-generation cognitive computing to the audience intelligence challenges in Hollywood. Sponsored by Cloudera, the event will take place 2:00–4:00 pm at the USC Ronald Tutor Campus Center, followed by a cocktail reception. For more information and to register, visit the panel’s Eventbrite page. Continue reading ETC Panel: AI, Neuroscience & Data Revolution in Hollywood

Up until now, the methodology to find out what TV viewers like — based largely on written surveys and machines with dials to indicate their degree of enjoyment — has been fairly primitive and, most likely, not very reliable. Comcast’s NBCUniversal and Viacom are now both trying to dig deeper using biometrics, including eye movements, facial reactions, skin sensors, heart monitors, and EEGs to monitor brain waves. Viewing measurement company Nielsen even bought a neuroscience firm, Innerscope Resesarch, to add these skillsets to its lab. Continue reading Networks Turn to Neuroscience, Biometrics to Study TV Viewing

Magic Leap, the Florida-based company that raised $542 million from Google, Qualcomm and others last year, demonstrated how it plans to marry the real world with virtual, computer-generated content. Magic Leap demonstrated its technology at The Wall Street Journal’s WSJDLive conference in Laguna Beach, California with a concept video that shows the user interacting with a tiny robot gimbal hiding and ducking behind the legs of a real table. The user also brought up a virtual solar system in the real office environment. Continue reading Magic Leap Demonstrates Its Augmented Reality Technology