In May, research project Google Brain debuted its AutoML artificial intelligence system that can generate its own AIs. Now, Google has unveiled an AutoML project to automate the design of machine learning models using so-called reinforcement learning. In this system, AutoML is a controller neural network that develops a “child” AI network for a specific task. The near-term goal is that AutoML would be able to create a child that outperforms human versions. Down the line, AutoML could improve vision for autonomous vehicles and AI robots. Continue reading Google Intends to Advance Machine Learning With its AutoML

Twitter’s advertising business is in a slump, and the company is focusing on new ways to sell data to make up for the shortfall. Businesses can pay for “enterprise APIs,” which gives them access to more information about tweets including a searchable archive. Last year, this segment of its revenue comprised 15 percent of the company’s total business, equal to $87 million. For that reason, Twitter unveiled a new version of its “search tweets API,” which is the dataset for those who want a searchable database of user posts. Continue reading Twitter Rolls Out New API to Increase its Revenue From Data

Google has launched Resonance Audio, a spatial audio software development kit based on technology from the company’s current VR Audio SDK. The latter was introduced with the Cardboard SDK in January 2016 and then integrated into the main Google VR SDK in May of the same year. The goal with Resonance Audio is to make it easier to develop for mobile and desktop platforms. The VR SDK audio engine already supports multiple platforms, but Google recognized that it could be “confusing and time-consuming” to work with various audio tools. Continue reading Google Debuts Spatial Audio SDK for Immersive Experiences

Streaming hub Reelgood, which offers viewers a guide for tracking content across more than 300 streaming video services, recently acquired Netflix Roulette, a service that randomly selects Netflix titles for its users. As part of Reelgood, the Netflix Roulette tech will be used as a feature to randomly select titles from a wide range of streaming services such as Amazon, HBO, Hulu, Showtime and Starz. This could appeal to viewers who are overwhelmed by choices or simply tired of switching between services looking for content. Continue reading Reelgood Buys Netflix Roulette for Picking Shows at Random

Cloud computing startup DigitalOcean, based in New York City, is taking on industry leaders Amazon Web Services, Microsoft Azure and Google Cloud by targeting smaller developers and startups. According to CEO and co-founder Ben Uretsky, DigitalOcean is offering simple and flexible solutions for smaller companies that may not necessarily need the same business-class services as larger companies. While it is not currently planning an IPO, DigitalOcean indicates it is on a $175 million annualized run rate (ARR) for this year. Continue reading DigitalOcean Provides Cloud Services for Smaller Businesses

Amazon has acquired 3D body-model startup Body Labs for a reported $50-$70 million, although some sources say the figure could exceed $100 million. New York-based Body Labs specializes in true-to-life 3D models that are ideal for B2B software applications, including the creation of photorealistic avatars for gaming and virtual approaches for consumers to try on clothing. The latter should be of particular interest to e-commerce giant Amazon. The online retailer could use the scanning and modeling tech to help shoppers select fashion purchases ideal for their body types. Continue reading Amazon Acquires 3D Body-Scanning Tech Startup Body Labs

Google and Pinterest, rivals in visual search, are upping their game. After the May debut of Google Lens, which uses machine learning for real-time visual searches, Pinterest unveiled its Lens, which lets the user take a photo of an object with their phone and bring up related objects in search. Now both companies have upgraded visual search: Pinterest is making it a central feature and Google has added new “badges,” which categorize the image being viewed and adds text to describe potential actions. Continue reading Google and Pinterest Leading the Evolution to Visual Search

Hundreds of advertisers and agencies that bought ads using Google’s DoubleClick Bid Manager are getting a portion of the money spent refunded, since Google determined that some of those ads ran on websites with fake traffic, otherwise known as ad fraud. Most of the ads were bought during Q2 this year. Not all advertisers are satisfied with the refunds, however, since they account for only a small portion of the costs. Specifically, Google’s “platform fee” ranges from 7 percent to 10 percent of the total purchase. Continue reading Google Responds to Fake Traffic, Issues Advertiser Refunds

Facebook’s newly debuted Messenger Platform 2.1 features built-in Natural Language Processing (NLP), provided by Wit.ai, a company acquired by Facebook in 2015. NLP has been available to app developers since the acquisition, but Messenger 2.1 is the first time it is a built-in feature. The built-in NLP currently detects common phrases (“hello,” “bye,” and “thanks”) as well as date/time, location, phone number, email and amount of money, all of which trigger an automated response from the bot. Continue reading Facebook Messenger 2.1 Offers Built-In NLP, Payments SDK

Google’s Cloud Video Intelligence API just entered public beta. Using a system called label detection, the API lets users upload a video and get back information about the objects appearing in it. Google also added support to identify pornographic content and announced improvements to the Cloud Vision API to make several features more accurate. By putting its Cloud Video Intelligence API into public beta, Google is taking another step in its plan to make artificial intelligence more accessible to more developers. Continue reading Google Releases Public Beta of Cloud Video Intelligence API

Snap is expanding its advertising options on Snapchat, introducing the Snap Publisher tool for building vertical video creative, a self-serve Ad Manager, and a Snapchat Certified Partners program, which connects advertisers to third-party ad tech tool providers. The goal is to make it easier than ever for advertisers to build successful campaigns on Snapchat, part of a strategy to compete with Google and Facebook. With the self-serve option, advertisers can now simply pay for a video ad on the Snap website. Continue reading Snap Unveils New Tools to Capture New Digital Advertisers

Amazon unveiled its Video Skill API, a new tool set to help content creators turn virtual assistant Alexa into a sophisticated TV remote. With the API, Alexa can search for titles, actors or genres; play or pause media and adjust the volume. Developers can also create their own Alexa commands. It keeps track of enabled services, which means the user won’t need to specify a provider or device or add any extra commands. Alexa already controls Fire TV, but the Video Skill API now opens up those controls to any cable or satellite TV company. Continue reading New Amazon Video API Turns Alexa Into a Remote Control

With more focus on the so-called “Immersive Web” touted by Google, Oculus, Samsung and Microsoft, Mozilla’s free JavaScript API WebVR is experiencing a bump in popularity. WebVR is prized for its ability to enable immersive experiences without downloads or installs. Now, Mozilla is using WebVR to create an immersive version of the Internet dubbed Metaverse, a term first used in the 1992 sci-fi novel “Snow Crash” by Neal Stephenson that described a virtual domain without physical or social status limitations. Continue reading Metaverse: Mozilla’s WebVR Helps Create Immersive Internet

Twitter is following up on last year’s promise to offer its users more room in their tweet replies. Now, when a user responds to another’s tweet, that individual’s username will not be counted as part of the 140-character limit in the response. “The move is part of a broader effort at Twitter to go ‘beyond 140’ characters and give people more room to tweet without dramatically altering the company’s signature 140-character limit,” notes Recode. “For a while in late 2015 and early 2016, the company considered expanding the character limit to 10,000 characters. But that plan fell through.” Continue reading Usernames No Longer Included in Twitter 140-Character Limit

Facebook is taking on Amazon’s Twitch and the growing list of video competitors with new expanded live streaming features. “Users can go Live directly from Facebook’s desktop website via their webcam, stream through professional equipment and software hooked up to a desktop and broadcast gameplay from their computer,” reports TechCrunch. While mobile remains a focus for Facebook, desktop users can now broadcast straight to News Feeds and include graphics, titles and other overlays. “Opening up on desktop takes Facebook Live beyond Twitter and Periscope’s options, and brings it into competition with longer-running services like YouTube, Ustream and Livestream.” Continue reading Facebook Takes its Next Step in Becoming Broadcast Platform