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

Amazon introduced AWS Deep Learning Containers, a collection of Docker images preinstalled with preferred deep learning frameworks, with the aim of making it more seamless to get AI-enabled apps on Amazon Web Services. At AWS, general manager of deep learning Dr. Matt Wood noted that the company has “done all the hard work of building, compiling, and generating, configuring, optimizing all of these frameworks,” taking that burden off of app developers. The container images are all “preconfigured and validated by Amazon.” Continue reading AWS Tool Aims to Simplify the Creation of AI-Powered Apps

Pandora plans to test new interactive advertising technology that would allow listeners to engage directly with its “voice ads” by speaking aloud. Pandora listeners could request additional information about a product or service being promoted, for example, or request skipping the ad altogether. The beta test, powered by ad-tech firm Instreamatic, is expected to launch later this year. Instreamatic provides an interactive ad platform built on its Voice AI Core to help brands and marketers “manage, measure and monetize voice-enabled audio advertising.” Continue reading Pandora Believes Listeners Will Interact with Its Voice Ads

McDonald’s is buying Dynamic Yield, an Israeli startup decision-logic technology company, for $300+ million with the aim of better personalizing its menus. The technology will let restaurants vary their electronic menu displays depending on the weather, time of day or regional preferences — and suggest meal add-ons. McDonald’s serves about 68 million customers every day, the majority of whom use the drive-thru window. Chief executive Steve Easterbrook has pushed technology to drive sales and lift the company’s profile. Continue reading McDonald’s Uses Machine Learning to Modernize its Menus

Adobe, Microsoft and SAP announced the Open Data Initiative during last year’s Microsoft Ignite conference with the intent of creating standards that would assist customers in moving their data between the companies’ services more easily. Now the companies are looking to expand the program. At this week’s Adobe Summit in Las Vegas, they demonstrated how Unilever is effectively leveraging a new common data standard. They also announced the formation of a partner advisory council as a first step toward making the Open Data Initiative available to other companies. Continue reading Tech Firms Encourage Others to Join Open Data Initiative

Amazon is teaming up with the National Science Foundation (NSF), pledging up to $10 million in research grants over the next three years to further fairness in artificial intelligence and machine learning. More specifically, the grants will target “explainability” as well as potential negative biases and effects, mitigation strategies for such effects, validation of fairness and inclusivity. The goal is to encourage “broadened acceptance” of AI, thus enabling the U.S. to make better progress on the technology’s evolution. Continue reading Amazon, National Science Foundation to Further AI Fairness

One week ahead of its March 25th special event expected to feature its media and entertainment bundle, Apple has introduced a new iPad Air and refreshed iPad mini. The latter hasn’t seen any changes since the 2015 launch of the iPad mini 4. Both iPads, available in stores next month, feature new processors and updated displays as well as support for Apple’s $99 Pencil, a stylus. Although the above features are brand new, both the names and construction of the devices are retro, including a Lightning port and Home button. The iPad Air features a 10.5-inch Retina screen, while the iPad mini has a 7.9-inch Retina display. Continue reading New iPad Mini and iPad Air Feature True Tone, Faster Wi-Fi

Nvidia made a number of compelling announcements at this week’s GPU Technology Conference (GTC 2019) in San Jose, California. The company unveiled its GauGAN AI image creator that uses generative adversarial networks (GANs) to turn sketches into nearly photorealistic images. As part of its cloud pursuits, the company unveiled its latest RTX server configuration that is designed for Hollywood studios and those who want to create visual content quickly (each server pod can support up to 1,280 GPUs). Nvidia also announced partnerships with 3D software makers including Adobe, Autodesk and Unity to integrate Nvidia’s RTX ray-tracing platform. Continue reading Nvidia Demos New Products at Deep Learning & AI Confab

Facebook AI Research, the Lorraine Research Laboratory in Computer Science and its Applications (LORIA), and University College London recently conducted a study to determine if AI can navigate a fantasy text-based game, dubbed “LIGHT.” To examine the AI agents’ comprehension of the virtual world, the study investigated the so-called grounding dialogue, comprised of mutual knowledge, beliefs and assumptions allowing communication between two people. The large-scale, crowdsourced “LIGHT” environment allows AI and humans to interact. Continue reading Study’s Fantasy Text-Based Game Tests AI Agents’ Abilities

Google has unveiled GPipe, an open-sourced library that makes training deep neural networks more efficient under the TensorFlow framework Lingvo for sequence modeling. According to Google AI software engineer Yanping Huang, “in GPipe … we demonstrate the use of pipeline parallelism to scale up DNN training,” noting that larger DNN models “lead to better task performance.” Huang and his colleagues published a paper on “Efficient Training of Giant Neural Networks Using Pipeline Parallelism.” Continue reading Google GPipe Library Speeds Deep Neural Network Training

After major brands including AT&T, Disney, Epic Games and Nestlé suspended their regular ad spending on YouTube, the popular video platform has made a move to temporarily disable comment sections on most video channels that feature children 13 and younger as well as teenagers that may risk “attracting predatory behavior.” The concern was that advertising was sometimes positioned along videos with minors that included predatory remarks in the comments sections. A few select channels will have comment sections that remain enabled, but will require monitoring for safety. Continue reading YouTube Disables Comments For Videos That Include Kids

The Entertainment Technology Center’s team of journalists and analysts reported live from CES 2019 in Las Vegas last month. Our extensive post show analysis — which includes video reports, keynote and panel overviews, and coverage of trends regarding products and services that will impact media & entertainment — is now available online. This year’s report examines key areas such as 5G technology, emergence of the Data Age, introduction of commercial quantum computing, advances in cloud computing, artificial intelligence, machine learning, AR/VR, smart homes, digital assistants, robotics, and an array of CE products and services related to these growing sectors. Continue reading ETC@USC Publishes Coverage and Analysis of CES 2019

In India, where fake news on Facebook’s WhatsApp messaging platform has led to violence, company executives publicly described a plan to stop the flow of misinformation. India is WhatsApp’s largest market, and WhatsApp’s announcement comes as India prepares for its biggest election. Based on machine learning, said software engineer Matt Jones, the new system will use data of past activity to bar automated fake accounts and troublemakers at three stages: when registering, while messaging and when reported by others. Continue reading WhatsApp Combats Fake News as India Preps for Elections

Robot reporters are on the rise, in use at Bloomberg News, The Associated Press, The Washington Post and The Los Angeles Times among other news outlets. The Cyborg system helps Bloomberg reporters produce thousands of articles on company earnings and analyze/write financial reports very quickly. Not only do business reporters find this kind of writing dull, but Cyborg’s speed helps it compete with rival Reuters. The other news outlets above use robots to report on sports, although the LAT relies on them for earthquakes. Continue reading AI-Powered Tools Assist Human Reporting at News Outlets

After Google co-founder Sergey Brin wrote shareholders about the potential downsides of AI in April, chief executive Sundar Pichai released “guiding principles” for the company’s AI projects in June. This came after employee protests succeeded in getting Google to drop a Pentagon contract to interpret drone footage. Now, Google has released a 30-page white paper that stresses the benefits of artificial intelligence, arguing that its downsides can be avoided without more regulation “in the vast majority of instances.” Continue reading Google’s AI White Paper Calls for Self-Regulation, Not Laws