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Google's approach to context is using billions of data points in its cloud and matching them to our personal usage of the Google-powered Web; Apple's approach is to string together personal streams of data on devices, without trying to own any of it.
It will soften the blow for when they introduce them into people's personal streams.
In the last few weeks, I've seen a handful of products that are starting out by filtering out the most relevant news stories, videos and photos from people's personal streams.
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Mr. Calm's piece, for all its high-tech polish, has a personal, stream-of-consciousness feel.
Bushi also recommends setting up separate email and social media accounts to grab discounts that come bundled with newsletters and spam without flooding your personal stream.
When you use the Block command (which appears on the left side of that person's Google+ profile page), you will no longer see that user's posts appearing in your personal stream or within your Incoming feed from people outside your circles.
Facebook is testing out ways to let you search your personal stream.
Current users can continue to use the personal streaming features of Audiogalaxy.
The ability to search my personal stream with results coming back in chronological order is key.
However, your personal stream on Vine is only comprised of the Vine users you follow.
The site's algorithms deliver a personal stream of music, taking into account responses to some initial questions, as well as how long you have been listening.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com