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Each module processes inputs and provides transformed representations of those inputs on its outputs (which are, in turn, available for the next level). In the Smart Reply system, and the figure above, the repeated structure has two layers of hierarchy. The first makes each feature useful as a predictor of the final result, and the second combines these features. By definition, the second works at a more abstract representation and considers a wider timescale.

By …Read More

Source:: Efficient Smart Reply, now for Gmail

8 Things to Do During Your First Week as a Social Media Manager

It’s your first day as a social media manager for a new company. Where do you even start?

This question is a common one, but one that often goes unasked as people are worried about seeming inexperienced or making a bad impression when they start a new job. Really, it’s a very reasonable question. Making a critical error would be far more costly than asking colleagues for help.

You can’t just jump in and start tweeting on behalf of a business you’re unfamiliar with. Every company has a different audience, different needs, and different goals for their social media presence. But you …Read More

Source:: 8 Things to Do During Your First Week as a Social Media Manager

CSquared gets new investors to expand internet access in Africa

Three billion people around the world are now online, but access remains critically low in Africa, where only 10 percent of households can connect to the internet.

In 2011, a team of Googlers identified a major barrier to affordable, reliable broadband in Africa: the lack of fiber optic networks in large cities. This led to Project Link, an initiative to build world-class, high-speed urban fiber networks in Africa’s metropolises. In 2013 we folded these efforts under a new Google brand called CSquared with the aim of bringing other companies into the market, expanding access and lowering costs. …Read More

Source:: CSquared gets new investors to expand internet access in Africa

WordPress 4.7.5 Security and Maintenance Release

WordPress 4.7.5 is now available. This is a security release for all previous versions and we strongly encourage you to update your sites immediately.

WordPress versions 4.7.4 and earlier are affected by six security issues:

  1. Insufficient redirect validation in the HTTP class. Reported by Ronni Skansing.
  2. Improper handling of post meta data values in the XML-RPC API. Reported by Sam Thomas.
  3. Lack of capability checks for post meta data in the XML-RPC API. Reported by Ben Bidner of the WordPress Security Team.
  4. A Cross Site Request Forgery (CRSF)  vulnerability was discovered in the filesystem credentials dialog. Reported by Yorick Koster.
  5. A cross-site scripting (XSS) vulnerability …Read More

    Source:: WordPress 4.7.5 Security and Maintenance Release