Microsoft Says Building Tool to Spot Bias in AI Algorithms

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Although Microsoft's new tool may not eliminate the problem of bias that may creep into Machine-Learning models altogether, it will help AI researchers catch more instances of unfairness.
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Apple is postponing new iOS features in favor of reliability and performance

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Apple has decided to postpone new features in iOS in favor of improving the reliability and performance of the operating system, as according to a report by Axios. According to the report, Craig Federighi, Senior Vice President, Software Engineering, announced the revised plan to employees at a meeting earlier this month. This pushes features like refresh of the homescreen and in-car user interface, improvements to core apps like Mail and camera experience to 2019. What we will get this year is improvements to AR, digital health and parental controls. Apart from that, the OS will largely feature improvements to performance and user experience. We have seen Apple do this with macOS in the past, where they dedicate one entire update cycle to just refining the OS and make existing features work better. However, we have never quite seen Apple do that on iOS. This is largely due to the hyper competitive nature of the mobile market where competition and customer demands push companies t
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Do more from your inbox with Gmail Add-ons

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For many of us, email is mission control—the prompt to generate an invoice, prepare a presentation or follow up on a sales opportunity. With so many to-dos, imagine if you could complete these tasks directly from your inbox without interrupting your workflow. We believe email can do more, which is why we're launching Gmail Add-ons, a new way to work with your favorite business apps directly in Gmail. Gmail Add-ons, built for your workflows Rather than toggling between your inbox and other apps, use add-ons to complete actions right from Gmail. With Gmail Add-ons, your inbox can contextually surface your go-to app based on messages you receive to help you get things done faster. And because add-ons work the same across web and Android, you only need to install them once to access them on all of your devices. Click the settings wheel on the top right of your inbox and then "Get add-ons" to get started. We made Gmail Add-ons available in developer p
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Google’s December 2018 security patch includes much-needed RAM management fix

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Every first Monday of the month, we're used to seeing Google launch security patches for its supported devices. This month is no different, as Google has released the December 2018 security patch. The patch not only fixes a bunch of security bugs, but also features the long awaited memory performance fixes. Android Pie has long been killing apps in the background (even if you were using them a second ago) and it's even affected devices other than Pixel /Nexus devices and we hope this fix will help. There are also some camera fixes for Pixel users included as well. Surprisingly, we're seeing the updates hit the Nexus 5X and 6P, both of which have reached their end of life. It's good to see Google support these old devices even when their three years are up and the company has no obligation to update them. December's software release is here. Check your Essential Phone for the update. pic.twitter.com/tTaeQZ0kzl — Essential (@essential) December 3, 2018
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17 features and tricks to help you get started with Spotify

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Spotify is one of the world's most popular music streaming services, with 157 million active users ( as of December 2017 ) and over 35 million songs. Originally born in Sweden, it quickly gained popularity as it expanded outside of its home country. Frankly, it's hard to believe that Spotify hit U.S. shores almost seven years ago. For many who were accustomed to mainstays at the time like Pandora and iHeartRadio, Spotify represented something different. And to some of us, its disparity to those other services was off-putting. I was one of those people who was initially excited about it, then quickly became frustrated with it when I tried to use it like Pandora, which was my go-to back then. Fast forward to the very recent past and I decided to give Spotify another try — at the behest of Artem, no less. When I sat down to figure out how to best utilize it, I wanted to learn how to not only get going, but how to use Spotify to the best of its abilities in both the free
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I/O is coming, get ready

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What's new in Google Play and Android Email not displaying correctly? View it online April 2024 Google I/O program details are now live Get a sneak peek at this year's 150+ sessions and learning content covering mobile, web, multi-platform development, and more. Be sure to save the "What's new in Play" session to My I/O to learn about the latest tools and updates designed to help you grow your business on Google Play. Register now Upcoming Google Play and Android policy deadlines May 2024 • All apps must use the monetization.subscriptions A
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