Machine Learning Is Being Used to Upscale Classic Games

Gamers have discovered a way to use machine learning to improve the graphics of older games. Called “AI upscaling,” the technique uses an algorithm to take a low-resolution image and, based on training data, generates a version with more pixels. Although upping the resolution of images is not new, machine learning has improved both the speed and the quality of the end result. On the r/GameUpscale subreddit, which is moderated by Norwegian teacher and student Daniel Trolie, users share “tips and tricks” on the practice. Continue reading Machine Learning Is Being Used to Upscale Classic Games

Facebook Commits to Banning Discriminatory Targeted Ads

Facebook will stop allowing marketers to target advertisements based on housing, jobs or credit to people of a specific race, gender or age group. Federal law bans discrimination in these three areas, and Facebook’s changes would put the company in compliance. The move is also part of a settlement of several lawsuits opposing the practice. The American Civil Liberties Union, National Fair Housing Alliance and Communications Workers of America are among those that have sued Facebook over biased targeted advertising. Continue reading Facebook Commits to Banning Discriminatory Targeted Ads

Amazon’s Project Zero Lets Brands Delist Counterfeit Goods

In the fight against counterfeiting, Amazon has introduced Project Zero, which allows brand owners to delete listings they deem to be fake. This is the first time that Amazon has shared responsibility for policing counterfeiting, reasoning that it is more efficient for brands than navigating the company’s reporting process. After testing Project Zero with 15 brands for several months, Amazon will begin to select and invite additional brands, with the goal of making it available to all brand owners at some unspecified future date. Continue reading Amazon’s Project Zero Lets Brands Delist Counterfeit Goods

YouTube Disables Comments For Videos That Include Kids

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

DeepRay Uses AI to Reconstruct Distorted Video in Real Time

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

Quibi Chief Meg Whitman Talks Mobile Content, 5G, eSports

Founded by Jeffrey Katzenberg and headed by chief executive Meg Whitman, Quibi (“quick bites”) is a subscription service for short mobile videos set to launch in about a year. Quibi will deliver daily news and longer features, with production budgets higher than the typical YouTube video content. The app will also feature a control for adjusting screen brightness; videos are shot and edited for portrait and landscape modes. Every major Hollywood studio has invested in a $1 billion seed funding round. Continue reading Quibi Chief Meg Whitman Talks Mobile Content, 5G, eSports

DeepMind’s Learning Algorithm Could Prove a Game-Changer

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

Amazon Music Debuts Voice Feature to Customize Playlists

Amazon Music debuted a voice feature that lets Amazon Music Unlimited and Prime Music customers on Echo devices and in the Amazon Music iOS and Android apps converse with Alexa to find playlists and music for specific moods. The listener can identify songs by lyrics, among other features, and reject or “like” individual songs. Amazon’s overall aim is to allow each listener to create a more customized listening experience. Amazon is also in trials with a feature that allows Alexa Answers to be shared worldwide. Continue reading Amazon Music Debuts Voice Feature to Customize Playlists

Industry Experts Say Music Streaming, Vinyl Not Competitors

Although streaming may be hastening the end of the CD, it’s actually helping sales of vinyl. The Recording Industry Association of America (RIAA) reported this year that 75 percent of the music revenue in the country comes from streaming services such as Apple Music and Spotify. At the same time that CD sales have plummeted, vinyl sales have risen $2 million per year over the last three years. At a Making Vinyl conference in Detroit, experts said that streaming and vinyl are not competitive, but rather complementary. Continue reading Industry Experts Say Music Streaming, Vinyl Not Competitors

Pandora Launches Beta Version of Podcast Genome Project

With over half-a-million podcasts today, discoverability is often difficult for consumers. To make the process easier, Pandora has come up with its algorithm-based Podcast Genome Project, first announced a year ago and just released in beta. Pandora rose to success with its initial Music Genome Project, and the Podcast version is similar, in that it uses more than 1,500 tags to create a recommendation engine. Also similar to the Music Genome Project, the Podcast Genome Project relies on humans as an adjunct to the algorithms. Continue reading Pandora Launches Beta Version of Podcast Genome Project

Instagram Star: What It Takes to Build and Maintain a Career

Instagram stars excel at making their beautiful lives seem effortless, but according to one such professional, Meghan Young, it’s harder than it looks. Social media influencers who go pro receive money from companies whose products they endorse. That such a career even exists is due to billions of users eager to consume aspirational content and advertisers eager to reach a young demographic. Marketing agency Mediakix estimates that companies will spend $1.6 billion this year on Instagram influencers alone. Continue reading Instagram Star: What It Takes to Build and Maintain a Career

Amazon Unveils Graviton, Its Own ARM Chips for Data Centers

In a surprise announcement, Amazon revealed that it is making its own chips, dubbed Graviton, for its cloud computing division. Similarly, Google also recently stated its plans to create chips for artificial intelligence algorithms in its data center. Amazon’s chips are likewise targeting its data centers, where the company hopes to better integrate software and hardware, resulting in less expensive services for customers. Typically, companies like Amazon and Google would use AMD or Intel’s off-the-shelf chips. Continue reading Amazon Unveils Graviton, Its Own ARM Chips for Data Centers

NBCU Testing Machine Learning Tool for Better Ad Placement

NBCUniversal introduced its Contextual Intelligence Platform, a machine learning-powered tool that places ads in the most relevant spots across its many media properties. The tool examines program scripts, closed captions, and visual descriptions of the program and ads to find the best moment for an advertiser’s spot. The tool also relies on proprietary algorithms to gauge the emotionality of each scene. NBCU is beta-testing the system with three to five advertisers, and plans to release it in early 2019. Continue reading NBCU Testing Machine Learning Tool for Better Ad Placement

Intel Launches Neural Network Stick to Embed AI in IoT Devices

Intel just announced its latest invention: the Neural Compute Stick 2 (NCS2), a self-contained neural network on a thumb drive. NCS2 is intended to make the process of embedding intelligence into Internet of Things and network edge devices faster and easier. Edge devices, which include routers, switches, gateways and a range of IoT devices, are defined as any hardware that controls the flow of data between the boundaries of two networks. The announcement came just before Intel’s first AI developers’ conference in Beijing. Continue reading Intel Launches Neural Network Stick to Embed AI in IoT Devices

Oregon Senator Proposes a Consumer Data Protection Bill

Oregon Democratic Senator Ron Wyden drafted a data privacy bill akin to the recent General Data Protection Regulation (GDPR) legislation in Europe. Dubbed the Consumer Data Protection Act, Wyden’s bill would give users more control over selling and sharing their data, and would give the Federal Trade Commission authority to set privacy and security standards and fine those companies that do not protect consumer data. One provision is a “Do Not Track” feature that would allow people to opt out of being tracked. Continue reading Oregon Senator Proposes a Consumer Data Protection Bill

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