Netflix has completed a worldwide technology upgrade that improves video quality for Premium subscribers viewing 4K HDR titles. The move is being hailed as welcome news in the wake of a price hike to $22.99 from $19.99 for U.S. Premium customers. Netflix used the “dynamic optimization” video encoding method to implement an HDR variant of the company’s VMAF (Video Multimethod Assessment Fusion) quality metric. The new HDR-VMAF is the result of a collaboration between Netflix and Dolby Laboratories that employs “subjective tests with 4K HDR content using high-end OLED panels,” according to Netflix. Continue reading Netflix Uses Deep Learning to Optimize Streaming in 4K HDR

Rock group KISS concluded the last show of its “End of the Road” farewell tour as digital avatars who performed the encore tune “God Gave Rock and Roll to You” to mark the “withdrawal of the flesh and blood group” and usher the band into an era of virtual touring. The KISS avatars were created by Industrial Light & Magic and facilitated through a partnership with Pophouse Entertainment, a Swedish company known for music and entertainment brand extensions as well as a lead investor and production partner for the ABBA Voyage virtual concert residency. Pophouse says the KISS avatars will perform for fans “for decades to come.” Continue reading KISS to Go Fully Virtual with Avatars from ILM and Pophouse

Amazon has launched five new capabilities to its SageMaker service, including Sagemaker HyperPod, which accelerates large language and foundation model training and tuning. Sagemaker HyperPod is said to shorten the training time by up to 40 percent using its purpose-built infrastructure designed for distributed training at scale. By optimizing acceleration, SageMaker Inference reduces foundation model deployment costs by 50 percent and latency by 20 percent on average, Amazon claims. “SageMaker HyperPod removes the undifferentiated heavy lifting involved in building and optimizing machine learning infrastructure,” said Amazon. Continue reading SageMaker HyperPod: Amazon Accelerates AI Model Training

LinkedIn expects to pass the 1 billion user mark this month, and timed to that feat is unleashing a new suite of AI productivity tools, including job coaching, personalized digests and help writing original content for the platform. The new machine learning assists will initially be available only to Premium subscribers, centered on the aforementioned three main areas. The move follows months in which LinkedIn has been upgrading its AI capabilities in areas like automated recruiter messaging, job descriptions and profile writing suggestions. The improvements draw on OpenAI technology, in which LinkedIn parent Microsoft has an ownership stake. Continue reading Nearing 1 Billion Users, LinkedIn Debuts Job Coach Chatbot

A new tool called Nightshade offers creators a way to fend off artificial intelligence models attempting to train on visual artwork without permission. Created by a University of Chicago team led by Professor Ben Zhao, Nightshade makes it possible to include an instruction set that can cause AI models to “break” during unauthorized scraping. It does this by inserting “invisible pixels.” As a result, popular AI models including DALL-E, Midjourney and Stable Diffusion will subsequently render erratic results, turning dogs into cats and cars into cows, and so forth. Continue reading Nightshade Data Poisoning Tool Targets AI to Protect Artist IP

Yahoo is spinning out its Vespa platform, which leverages AI and data online at scale. The move is being positioned as an effort to make Vespa more widely available to third parties. After supporting Yahoo’s needs for 16 years, the unit in 2021 began serving external customers including Spotify, Wix and OkCupid for needs such as “searching millions of documents within a global organization, serving better data-driven online ads, or allowing AI-based language apps the ability to scale.” Yahoo says it will continue to invest in Vespa and remain its largest customer even after the split. Continue reading Yahoo Spins Out Big Data Unit Vespa AI as Independent Firm

“Robots are great specialists, but poor generalists,” according to Google DeepMind, which says models are typically trained for individual tasks, and changing a single variable can mean starting again from scratch. Now the London-based Alphabet subsidiary thinks it’s come up with a way to combine knowledge across robotics for a general purpose machine helper. In conjunction with 33 academic labs, Google DeepMind has pooled data from 22 different robot types to create the Open X-Embodiment dataset. Simultaneously, the group releases the RT-1-X robotics transformer (RT) model derived from RT-1. Continue reading DeepMind and Academics Advance General Purpose Robots

YouTube announced a new AI-powered creator tool called Dream Screen and hinted at things to come at its annual Made on YouTube event last week. Rolling out on a test basis to select YouTube Shorts creators later this year, Dream Screen will generate “fantastic settings” for video backgrounds. YouTube says it will “eventually” allow creators to “instantly reimagine” their videos by typing an idea prompt that results in new content created with AI tools. The company also announced it will have AI-generated recommendations for video ideas and machine learning assistance with music track search. Continue reading YouTube Debuts AI Creator Tools for Shorts and Mobile Video

The Department of Homeland Security is harnessing artificial intelligence, according to a memo by Secretary Alejandro Mayorkas explaining the department will use AI to keep Americans safe while implementing safeguards to ensure civil rights, privacy rights and the U.S. Constitution are not violated. The DHS appointed Eric Hysen as chief AI officer, moving him into the role from his previous post as CIO. “DHS must master this technology, applying it effectively and building a world class workforce that can reap the benefits of Al, while meeting the threats posed by adversaries that wield Al,” Mayorkas wrote. Continue reading DHS Moves to ‘Master’ AI While Keeping It Safe, Trustworthy

ETC@USC is hosting its 9th vETC virtual conference at this year’s IBC in Amsterdam, September 15-18. The event — which highlights significant presentations of emerging technologies and their impact on the M&E industry — will explore how generative AI, machine learning, and other compelling new tools help simplify building 3D worlds and tackle today’s computer vision challenges. The sessions will be recorded and posted on ETC’s YouTube channel. For those attending IBC who may be interested in attending the sessions (located in Hall 7 at Booth C28), visit the program guide, which includes a full schedule and speaker bios. Continue reading vETC Coming to IBC 2023: The Path of Sustainable Innovation

Amazon is using artificial intelligence to change the way viewers experience “Thursday Night Football” on Amazon Prime Video this season. Now in the second year of its 10-year NFL deal, Amazon joins Disney’s ESPN in using AI to change how people experience televised sports by parsing a variety of analytics and using machine learning to interpret 2D video into 3D for a variety of viewpoints on any play. Amazon is auto-generating highlights feeds for each game, so late arrivals can catch up. September 14 marks the debut of the new AI Prime features and the games in 1080p HDR. Continue reading Amazon Integrating AI to Modernize NFL Viewing Experience

Newsrooms can potentially benefit greatly from AI language models, but at this early stage they’ve begun laying down boundaries to ensure that rather than having their data coopted to build artificial intelligence by third parties they’ll survive long enough to create models of their own, or license proprietary IP. As industries await regulations from the federal government, The New York Times has proactively updated its terms of service to prohibit data-scraping of its content for machine learning. The move follows a Google policy refresh that expressly states it uses search data to train AI. Continue reading The New York Times Looks to Protect IP Content in Era of AI

ETC@USC will host its 8th vETC virtual conference at SIGGRAPH 2023 in Los Angeles, August 8-10. The event – which highlights significant presentations of emerging technologies and their impact on the M&E industry – will explore how generative AI, machine learning, and other compelling new tools help simplify building 3D worlds and tackle today’s computer vision challenges. Three days of sessions will be recorded and posted on ETC’s YouTube channel. For those attending SIGGRAPH who may be interested in attending the sessions (located at Z by HP Booth 215), visit the program guide, which includes a full schedule and speaker bios. Continue reading ETC Will Host Sessions at SIGGRAPH Conference This Week

Amazon’s AWS cloud-computing unit generated $22.1 billion in Q2, a 12 percent year-over-year gain that was a highlight in a strong quarter for the e-commerce giant. The company generated a total of $134.4 billion in revenue for the period ending in June, an 11 percent increase over the prior year. Advertising was also strong, jumping 22 percent to $10.68 billion. Cost-cutting and rebounding e-commerce helped propel the Seattle-based company to a quarterly profit of $6.75 billion (its strongest performance since Q4 2021), which contrasted sharply with a loss in the same period last year. Continue reading AWS, Advertising Drive Amazon to 11 Percent Revenue Gain

ETC@USC will host its 8th vETC virtual conference at SIGGRAPH 2023 in Los Angeles, August 8-10. The event – which highlights significant presentations of emerging technologies and their impact on the M&E industry – will explore how generative AI, machine learning, and other compelling new tools help simplify building 3D worlds and tackle today’s computer vision challenges. Three days of sessions will be recorded and posted on ETC’s YouTube channel. For those attending SIGGRAPH who may be interested in attending the sessions (located at Z by HP Booth 215), visit the program guide, which includes a full schedule and speaker bios. Continue reading ETC Will Host Sessions at SIGGRAPH Conference Next Week