![]() ![]() The biggest benefit of RETVec is that it is 38% better at detecting spam, but there are plenty of other improvements as well. "Allowing us to reduce the Transformer model's size at equal or better performance, and having the ability to split the computation between the host and TPU in a network and memory efficient manner." (Image credit: Google) "RETVec achieves these improvements by sporting a very lightweight word embedding model (~200k parameters)," Google said in the post. Manipulating letters and symbols, using homoglyphs (different characters that appear similar), adding invisible characters, and using keyword stuffing to try and bypass spam filters. Text vectorizers are used to identify the content of an email, that is sometimes hidden by the sender. The new addition to Gmail spam detection is RETVec, which stands for Resilient & Efficient Text Vectorizer. It represents the "largest defense upgrades in recent years," the company says. Before that, it was tested internally at Google for the last year. ![]() The company announced the update recently in a Google Security blog post (via 9to5Google). ![]() Thanks to the security upgrade, Google says that Gmail is now 38% better at detecting spam. With a simple right-click from File Explorer, resize one or many images instantly.Spam detection in Gmail should improve thanks to a back-end upgrade to text identification across some Google services. Image Resizer is a Windows Shell Extension for quickly resizing images. PowerToys used to be proper little utilities that let you further customize Windows. ![]() Revealed earlier this year that PowerToys were coming back to Windows 10. Inspired by the Windows 95 era PowerToys project, this reboot allows power users to squeeze more efficiency out of the Windows 10 shell and customize it for individual workflows. This program is a set of utilities for power users to tune and streamline their Windows experience for greater productivity. Overview of Microsoft PowerToys for Windows 10 It is a set of utilities to streamline the user's Windows experience. Free Download Microsoft PowerToys for Windows 10's latest version standalone offline Windows installer. ![]()
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