Faye Francy, executive director of the Automotive Information Sharing and Analysis Center (Auto-ISAC), led a conversation about the impact of machine learning, deep learning and AI on the autonomous vehicle (AV) ecosystem. “They work together to bring great things — and possibly nefarious things — to the auto industry,” she said. Inivision AI chairman Seamus Hatch noted that the three terms aren’t interchangeable. “We’re many years behind the singularity,” he said. “It’s a machine trained to solve a specific problem faster and more accurately than a human.” Continue reading CES Panel: Impact of Evolving Tech on Autonomous Vehicles

At a CES panel on “connecting the world,” independent consultant Matt Jones posed the question all involved parties are asking as we move to an autonomous ecosystem. “We need to solve problems for real users,” he said. “It could be providers or cities looking at those questions, of how we’ll deploy and service these vehicles.” He started by looking at the issues from the level of a city — Los Angeles in this case — as represented by Los Angeles Department of Transportation general manager Seleta Reynolds. Continue reading CES Panel: Imagining, Building a New Autonomous Ecosystem

CTA senior director of publications Cindy Stevens looked at the various ways — from scriptwriting to production — that artificial intelligence can be integrated into entertainment. “Some people are afraid their creative talents could be replaced by machines,” she said. Comcast senior vice president of digital home, devices and AI Fraser Stirling, who noted that he prefers to use the term “machine learning,” is using it for deep search among other tasks. One project is to turn a three-hour NFL game into snackable pieces. Continue reading CES Panel: AI Poised to Change the Entertainment Ecosystem

JT Kostman, managing director of applied artificial intelligence at Grant Thornton, is preparing a TED Talk on AI that he may title “Dear Humans: We Mean You No Harm. Love, AI.” In a CES 2019 panel, moderated by Alice.com’s Elizabeth Gore, experts talked about the pain points in integrating AI into today’s world, including the general fear that AI will replace humans in the workforce. Accenture’s North America lead for M&E Lynn McMahon agreed that the buzz of machines taking over the world has risen. Continue reading CES Panel: Confronting the Fear that AI Will Replace Humans

Industry leaders gathered at CES to discuss the ethics of artificial intelligence. Isaac Asimov’s Three Laws of Robotics protect humans from physical harm by robots, moderator Kevin Kelly of BigBuzz Marketing Group started out, but how do we protect ourselves from other types of technology-driven harm? AI experts Anna Bethke from Intel, David Hanson from Hanson Robotics, and Mina Hanna from the IEEE had a wide-ranging discussion on how to identify, shape and possibly regulate aspects of AI development that can have ethical and moral ramifications. Continue reading CES Panel: Industry Execs Discuss Ethical Implications of AI

With the buzz way down, AI research more vibrant than ever, and more mainstream experimentation, there’s a lot to potentially look forward to at CES 2019 in the field of AI and machine learning. And already it all seems to converge on one very interesting trend: pragmatism. As AI exits the lab, and heads into the world, we’re expecting new and compelling applications. At CES this week, we’re hoping to see advances in areas such as autonomous vehicles, consumer robots, computer vision, smart assistants, and a more integrated Internet of Things. Continue reading Here’s What We Hope to See This Week at CES Related to AI

At CES 2019’s opening event at Mandalay Bay, CTA vice president of market research Steve Koenig aimed to whip up enthusiasm in the packed room for the technologies attendees would be seeing both at CES Unveiled, which followed this session, and on the many exhibit floors opening on Tuesday. He pinpointed the importance of 5G in bringing to full fruition many of the technologies that have been percolating at the annual CES confab over the past five years, including the Internet of Things, autonomous vehicles and 8K TV. Continue reading CES 2019: Big Technology Changes Await the Arrival of 5G

In a session on the future of mobility/transportation, speakers from several companies described the tipping point of the impact of technologies such as augmented reality, virtual reality and artificial intelligence. Deloitte’s Allan Cook spoke about how AR/VR can be used to appeal to a younger generation loathe to enter a car dealership. “The AR/VR glasses are here now and they’re affordable,” he said. “It really helps your customers visualize what they’re seeing and give them an immersive experience.” Continue reading CES Session: Predicting the Future of Mobility & Connectivity

Cambridge Consultants has trained artificial intelligence to reconstruct images from a highly distorted image or video feed in real time that is the AI’s best guess of what the source image originally looked like. The unique approach of their DeepRay product involves recognizing and correcting for a wide universe of distortion patterns. Cambridge Consultants’ first clients are self-driving car companies concerned with accurate object and risk detection, but DeepRay could also have a number of entertainment industry technical and story applications. Continue reading DeepRay Uses AI to Reconstruct Distorted Video in Real Time

At Nvidia’s CES 2019 press conference, founder/chief executive Jensen Huang was enthused about gaming. “Usually I also focus on AI and self-driving cars,” he said. “We have a lot of announcements about that. But today it’s all about gaming.” One big announcement was the company’s new GeForce RTX 2060, which is based on Turing architecture and is enabled by both ray-tracing and artificial intelligence. The RTX 2060, priced at $349, will be available January 15 “from every major OEM, system builder and graphics card partner.” Continue reading Nvidia Debuts Next-Gen Gaming with Ray-Tracing, AI at CES

At CES 2019 this week, Synamedia will debut Credentials Sharing Insight, a service enabled by artificial intelligence to discover and halt password sharing, from the casual to the criminal. It’s part of a growing trend among pay TV and streaming video services to curtail the use of shared passwords, especially among friends and family. Synamedia chief product officer Jean-Marc Racine noted that, “the way you secure OTT is evolving.” Parks Associates estimates a loss of as much as $9.9 billion due to password sharing by 2021. Continue reading CES 2019: Synamedia Offers AI Solution to Password Sharing

The ETC@USC team is heading to Las Vegas this weekend to deliver daily news and analysis from CTA’s annual CES trade show. Yesterday, ETC’s Don Levy pointed out that “the transformative potential of 5G … will likely emerge as the hot underlying topic of CES” and ETCentric will be covering the “show with particular interest in how developments can impact or disrupt media, entertainment and technology companies.” We’ve been watching for signs of a next transformational change that’s been growing in the background since Ericsson started testing 5G in 2015. At CES, we’ll be looking for supplementary trends to see how close we are to a sea change in distribution and personalization. Continue reading CES 2019: Yet Another Transformation Waiting in the Wings?

The transformative potential of 5G technologies progresses from promise to first products and will likely emerge as the hot underlying topic of CES 2019, which opens Sunday, January 6 in Las Vegas. ETC@USC will cover the trade show with particular interest in how developments can impact or disrupt media, entertainment, and technology companies and their business models. Artificial intelligence, mixed reality, IoT, cloud systems, media and marketing, and blockchain are six other topics that together with 5G suggest personalization to be an overarching theme. Continue reading CES 2019: Is This the Beginning of the Age of Personalization?

Alphabet’s London-based DeepMind loosed AlphaZero, its AI-powered system that can master games without human intervention, on Stockfish, the highest rated chess game engine, and crushed it. DeepMind developed the self-training method, dubbed deep reinforcement learning, specifically to attack strategy board game “Go,” and an earlier iteration of the system beat one of the world’s best “Go” players, although it needed human guidance. AlphaZero trained itself in chess in three days, rejecting red-marked moves after a mere 1,000 simulations. Continue reading DeepMind’s AlphaZero Defeats Leading Chess Game Engine

DeepMind recently released the full evaluation of AlphaZero, a single system capable of playing “Go,” chess, and shogi (Japanese chess). This new project builds on AlphaGo, a program that beat one of the best players in the world at the board game “Go” in 2016, and AlphaGo Zero, software capable of mastering the game from first principles. AlphaZero represents a dramatic step forward in AI research as it is one of the first intelligent systems capable of generalizing solutions to new problems with little to no human input. Continue reading DeepMind’s Learning Algorithm Could Prove a Game-Changer