Google Scientists Generate Realistic Videos at Scale with AI

Google research scientists report that they have produced realistic frames from open source video data sets at scale. Neural networks are able to generate complete videos from only a start and end frame, but it’s the complexity, information density and randomness of video that have made it too challenging to create such realistic clips at scale. The scientists wrote that, to their knowledge, “this is the first promising application of video-generation models to videos of this complexity.” The systems are based on a neural architecture known as Transformers, as described in a Google Brain paper, and are autoregressive, “meaning they generate videos pixel by pixel.” Continue reading Google Scientists Generate Realistic Videos at Scale with AI

Facebook Turns to Robots to Advance Artificial Intelligence

Humans learn from experience to not “do dumb things,” and Facebook chief AI scientist Yann LeCun is trying to create a version of that for robots, saying that systems that learn “models of the world” are our best shot at advancing artificial intelligence. Unlike a rewards/demerits-based reinforcement learning, Facebook’s tack is to instill curiosity, by giving the robot freedom to try new things. With New York University, Facebook also dramatically reduced the number of tries to teach a robotic arm to grasp an object. Continue reading Facebook Turns to Robots to Advance Artificial Intelligence

Cloud Pioneers Amazon, Microsoft Dominate Enterprise IT

A report from market research firm ETR revealed Amazon and Microsoft as dominant in the enterprise information-technology market due to their early start in cloud computing. Over 800 chief information officers and high-level corporate executives ranked more than half of the top 30 products and services as those from the two tech giants. Those products included artificial intelligence, cloud infrastructure and software, data analytics, and robotic process automation as well as “other emerging digital tools.” Continue reading Cloud Pioneers Amazon, Microsoft Dominate Enterprise IT

Google Debuts Deep Planning Network Agent with DeepMind

Google unveiled the Deep Planning Network (PlaNet) agent, created in collaboration with DeepMind, to provide reinforcement learning via images. Reinforcement learning uses rewards to improve AI agents’ decision-making. Whereas model-free techniques work by getting agents to predict actions from observations, agents created with model-based reinforcement learning come up with a general model of the environment leveraged for decision-making. In unfamiliar surroundings, however, agents must create rules from experience. Continue reading Google Debuts Deep Planning Network Agent with DeepMind

HPA Tech Retreat: Drones, Photogrammetry as Useful Tools

Singularity Imaging founder/chief executive Eric Pohl discussed how drones and photogrammetry methods can be used to extract 3D information and create large point-cloud scenes. Uses include previsualization for production, content for set extensions, VR/AR and gaming applications. Pohl noted that, at last year’s HPA Tech Retreat, a presentation showed how the Unity game engine could be used to map and plan a production. “Mapping and remote sensing are quite mature, but drones bring something new to it,” he noted. Continue reading HPA Tech Retreat: Drones, Photogrammetry as Useful Tools

ETC@USC Publishes Coverage and Analysis of CES 2019

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

Justice Department Levies Multiple Charges Against Huawei

The Justice Department charged Huawei and its chief financial officer Meng Wanzhou with the theft of trade secrets, obstructing a criminal investigation and evading economic sanctions on Iran. The charges are part of an aggressive move by the U.S. to block the Chinese telecom firm suspected of undermining national interests. The charges are based on Huawei’s internal emails describing a plan to steal T-Mobile testing equipment. Internal memos also link Meng to bank fraud to evade sanctions against Iran. Continue reading Justice Department Levies Multiple Charges Against Huawei

French Firm Shows a Robot Stylus That Demos Screen Apps

Key Infuser is demonstrating a cellphone-sized robot stylus called KiOne that can demo touch displays and the apps behind them. The full system includes a robotic arm, a video display screen, and a base containing the hardware and code to drive the demo. The entire unit is the size of a toaster oven and fits comfortably on a counter top. Retailers can use it to continuously demonstrate new products with touchscreen UIs, freeing up staff time for higher value customer service activities. Companies could use the technology to provide on-demand training of touchscreen-based applications to visual learners. Continue reading French Firm Shows a Robot Stylus That Demos Screen Apps

Silicon Valley Competes With Corporate America for Workers

Tech sector job openings are now one signifier of a well-run corporation. That’s true for the Drucker Institute, which relies on tech guru Peter Drucker’s management principles to rank the Management Top 250 companies. In addition to other factors, the Institute now also looks at each company’s listings for high-level tech jobs, via Burning Glass Technologies, a labor-analytics firm that provides data on jobs in such innovative areas as blockchain, robotics and artificial intelligence. Increasingly, companies across numerous industries are hiring employees with specific technology skills. Continue reading Silicon Valley Competes With Corporate America for Workers

Amazon Seeks Efficiency While Investing in New Businesses

After decades of unreliable profits, Amazon has had four consecutive quarters with profits over $1 billion, and a net income of $2.9 billion in Q3. Although the numbers exceeded analysts’ expectations, the e-commerce giant also revealed that revenue in its core retail business was below expectations, with sales up 29 percent to $56.6 billion, and sales in its online store rose only 11 percent over the last year, half the pace of a year ago. As a result, discontent investors recently dropped shares 7 percent in aftermarket trading. Continue reading Amazon Seeks Efficiency While Investing in New Businesses

Gartner Labels AI a Megatrend, MIT Plans AI-Centric College

According to Gartner Research vice president Brian Burke, the democratization of AI is one of the five megatrends impacting emerging technologies. Although AI is currently in the “hype” stage of its evolution, to be followed by disillusionment, by 2020 it is expected to shape 80 percent of new technologies. Pursuant to that prediction, the Massachusetts Institute of Technology (MIT) released plans for a college of artificial intelligence to be built with $1 billion in investment, of which two-thirds has already been raised. Continue reading Gartner Labels AI a Megatrend, MIT Plans AI-Centric College

Onshape App for Magic Leap Powers 3D Engineering Design

Cambridge, Massachusetts-based Onshape, a cloud-based CAD (computer-aided design) manufacturer, has created an application for use with Magic Leap’s augmented reality glasses to let engineers collaborate in designing products. Shown as a technology demonstration at the L.E.A.P. conference, Onshape’s tool was one of the few applications that was not entertainment-related and proved the concept of spatial computing’s power touted by Magic Leap chief exec Rony Abovitz. Onshape’s leadership includes the original creators of SolidWorks, a popular CAD tool. Continue reading Onshape App for Magic Leap Powers 3D Engineering Design

AI-Based Software Automating Mundane Workplace Chores

Artificial intelligence is making its way into the workplace via the back office, automating tasks in accounting, billing, payments and customer service, and is capable of scanning documents, filling out spreadsheets and checking accuracy of records. In early projects, AI bots are following simple rules, observing and making yes-no decisions rather than high-level choices. Bigger things are coming, especially from tech companies like IBM, Microsoft and Oracle, which partner with robotic automation startups. Continue reading AI-Based Software Automating Mundane Workplace Chores

Facebook Explores Robotics and NLP, Opens More AI Labs

To strengthen its AI Research division (FAIR) and focus on robotics, Facebook is adding five highly regarded computer scientists to its Menlo Park, California headquarters, as well as facilities in Pittsburgh, Seattle and London. The new hires include Carnegie Mellon University professors Jessica Hodgins and Abhinav Gupta, who will head a lab focusing on robotics, a newer area for Facebook. University of Washington’s Luke Zettlemoyer, an expert on natural language processing (NLP), will join the Seattle AI research team. Continue reading Facebook Explores Robotics and NLP, Opens More AI Labs

Intel AI Lab Reveals Plans to Open-Source More NLP Libraries

The Intel AI Lab, which open-sourced a library for natural language processing, plans to open-source more such libraries, to help developers and researchers speed up the process of giving virtual assistants and chatbots functions such as name entity recognition, intent extraction and semantic parsing. With new libraries, these developers can also publish research, train and deploy artificial intelligence and reproduce the latest innovations in the AI community. Intel’s first conference for AI developers was held May 23-24 in San Francisco. Continue reading Intel AI Lab Reveals Plans to Open-Source More NLP Libraries

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