British startup Graphcore has developed an AI chip for computers that attempts to mimic the neurons and synapses of the human brain, so that it can “ponder” questions rather than analyze data. Up until now, said Graphcore co-founder and chief executive Nigel Toon, GPUs and CPUs have excelled at precision, using vast amounts of energy to achieve small steps. Toon and Graphcore co-founder and CTO Simon Knowles dub their less precise chips as “intelligence processing units” (IPUs), that excel at aggregating approximate data points. Continue reading Graphcore Builds Intelligence Processing Units For Better AI

Apple executives announced the end of iTunes at its annual Worldwide Developer Conference (WWDC) this week. But iTunes features will live on in three apps: Apple Music, Apple Podcasts and Apple TV. The iconic iTunes was created 18 years ago as a so-called digital jukebox that allowed users to import and organize music and burn custom mixes. It evolved into a music store, where an enormous variety of songs sold for 99 cents. In 2003, Steve Jobs declared that “people want to buy their music on the Internet by buying downloads.” Continue reading Apple Divides iTunes Features into Music, Podcast, TV Apps

Amazon is working on a new wearable, codenamed Dylan, that reportedly can discern human emotions. The voice-activated gadget, developed by Amazon in collaboration with Lab126 and the Alexa voice software team, is worn on the wrist and is meant to address health and wellness. Lab126 previously worked with Amazon to build its Fire phone and Echo speaker. According to sources, the wearable includes microphones that pair with software and work with a smartphone app to glean the user’s emotional state via the sound of his/her voice. Continue reading Amazon Testing Wearable That Recognizes Your Emotions

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

Etsy, the online crafts marketplace, boasts more than 60 million unique items and is using Google’s machine learning technology to help boost sales. Because more than 80 percent of its search-based purchases come from the first page of results, it is crucial to provide relevant items on that page. With that in mind, Etsy started a move to Google Cloud in 2017, motivated by the platform’s artificial intelligence capabilities. About three-fourths done with the migration, it’s already seen $260 million in incremental gross sales.

Continue reading Etsy Turns to Google Cloud to Improve Search, Boost Sales

The San Francisco Board of Supervisors, in an 8-to-1 vote, outlawed the use of facial recognition by police and other agencies, making it the first major U.S. city to do so. The vote comes as many U.S. cities are turning to facial recognition to identify criminals, while civil rights advocates warn of its potential for mass surveillance and abuse. But San Francisco city supervisor Aaron Peskin, who sponsored the bill, said its passage sent a message, particularly from a city known as a center for new technology. Continue reading San Francisco Is First to Prohibit Use of Facial Recognition

Ahead of the May 14th Google Marketing Live event, during which the company will describe its latest digital marketing products, YouTube announced a new editing tool designed to streamline ad production. Bumper Machine, which YouTube is currently alpha testing, intends to help advertisers optimize content for mobile audiences by identifying compelling moments in video content to create packages of six-second videos that highlight key brand and product information. According to IAB, mobile video ads are steering a significant part of the digital media market, worth $107.5 billion last year in the U.S. alone. Continue reading YouTube Launches New Ad Tool Dubbed Bumper Machine

During Google’s I/O 2019 developers conference this week, the company demonstrated an impressive new feature for mobile operating system Android Q. Called Live Caption, the feature enables real-time transcription for any video or audio that users play on their smartphones. No matter if they’re listening or watching via YouTube, Skype, Instagram, Pocket Casts, or other applications, Live Caption overlays the text on top of whatever is being used. Additionally, Live Caption will work on top of original video or audio recordings on users’ phones.

Continue reading Android Q Live Caption Feature Enables Real-Time Subtitles

Ranging from no-code tools to hosted notebooks, Microsoft released new machine learning products and announced updates to existing products ahead of its Build developer conference. At the core of these releases and updates is Microsoft’s goal to democratize access to artificial intelligence amidst competition with other big players like Google and Amazon Web Services, as well as a number of highly specialized startups. In general, companies are looking for increasingly powerful tools to be more productive and build models quicker.

Continue reading Microsoft Continues Plan to Democratize Machine Learning

For a long while, Google’s AI research division has been on a mission to grow capable of accurate instance-level landmark recognition and retrieving images — both widely recognized as extremely difficult. To that effort, last year, it released its Google-Landmarks dataset and hosted two competitions for more than 500 machine learning researchers. Last week, it went a step further with the release of its open-sourced Google-Landmarks-v2, which contains double the photos featuring seven times the landmarks.

Continue reading New Google-Landmarks-v2 Dataset Means More AI Training

With an emphasis on privacy, Facebook made a series of compelling announcements at its annual F8 developer conference this week. Chief executive Mark Zuckerberg detailed six core principles that will be embedded across the company’s services: private interactions, improved data encryption, interoperability, general safety, reducing permanence and secure data storage. The principles arrive following a difficult period for the social giant, as it continues to face criticism regarding privacy-related scandals while contending with increased scrutiny from global regulators. Continue reading Facebook Pushes Core Principles at Developer Conference

At this week’s annual Facebook F8 developer conference in San Jose, California, company CTO Mike Schroepfer discussed the progress being made by internal teams dedicated to reducing the spread of misinformation, hate speech, and abuse on the social platform using various artificial intelligence techniques. In the course of a single quarter, according to Schroepfer, Facebook takes down more than a billion “spammy” accounts, more than 700 million fake accounts, and tens of millions of items containing violent content or nudity.

Continue reading Facebook Using Artificial Intelligence to Reduce Bias/Abuse

After noticing that the audio in episodes of the Netflix series “Stranger Things” wasn’t as crisp as it should be, the company’s internal sound technicians took steps to address the issue. For the past several months, they’ve been working to enhance the sound quality of all Netflix programming, original and licensed. This week and moving forward, subscribers will have access to what’s simply being called “high-quality audio.” The upgrade, which will not require Netflix users to change their Internet service speeds, is optimized for devices that support Dolby 5.1 and Dolby Atmos sound.

Continue reading Netflix Rolls Out Audio Quality Upgrade For Its Programming

Facebook is bringing back FMV (full motion video) games, which use pre-recorded video files to display action. With the work of Facebook AI Research scientists, the new FMV games are much improved, with a system that can extract controllable characters from real-world videos and then control their motion, thus generating new image sequences. Facebook AI Research scientists, in collaboration with Tel Aviv University, also unveiled a system that, unsupervised, converts audio of one singer to the voice of another. Continue reading Facebook Uses AI to Improve Games, Swap Singers’ Voices

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