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Meet Crowd.dev, an open source user-led growth platform for fostering developer communities

TechCrunch

Now, another new company has entered the community-led growth fray with a slightly different approach to the existing players, one focused on developer communities and with open source at its core. The open source factor. Transitioning to an open source platform may hold other benefits, too. million ($2.2

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Social Actions API, Semantic Web, and Linked Open Data: An Interview with Peter Deitz

Amy Sample Ward

I describe Social Actions as an aggregation of actions people can take on any issue that’s built to be highly distributable across the social web. We pull in donation opportunities, volunteer positions, petitions, event, and other actions from 60+ different sources. Earlier this week, I got ahold of Peter to get the full scoop!

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MergeStat channels open source and SQL to bring ‘operational analytics’ to software engineering

TechCrunch

A new open source startup is setting out to help software development teams glean deeper insights from their codebases, using SQL to query all the data sources they use in the software building process. ” Being open source, of course, is also a big part of MergeStat’s flexibility promise.

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The Flan Collection: Advancing open source methods for instruction tuning

Google Research AI blog

While pre-training and instruction fine-tuning are financially and computationally expensive, they are a one-time cost, usually amortized over millions of subsequent fine-tuning runs , which can become more costly in aggregate, for the most prominent models.

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Animals Crossing: AI Helps Protect Wildlife Across the Globe

NVIDIA AI Blog

Beyond elephants, EarthRanger collects, integrates and displays data on a slew of wildlife aggregated from over 100 data sources, including camera traps, acoustic sensors, satellites, radios and more. An elephant named Hugo wears a monitoring device that helps keep him safe. Image courtesy of the Mara Elephant Project.

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Twitter accounts sharing video from Ukraine are being suspended when they’re needed most

The Verge

But as the conflict intensifies, many researchers sharing this primary material taken from social media — commonly known as open-source intelligence or OSINT — have found their Twitter accounts unexpectedly suspended. Aggregators are getting it out to all the people like us [journalists] who are following it.

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Distributed differential privacy for federated learning

Google Research AI blog

Since that launch, we have worked to improve the privacy guarantees of this technology by carefully combining secure aggregation (SecAgg) and a distributed version of differential privacy. Scaling secure aggregation Data minimization is an important privacy principle behind federated learning.

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