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Remote collaboration fuses fewer breakthrough ideas

Theories of innovation emphasize the role of social networks and teams as facilitators of breakthrough discoveries1–4. Around the world, scientists and inventors are more plentiful and interconnected today than ever before4. However, although there are more people making discoveries, and more ideas that can be reconfigured in new ways, research suggests that new ideas are getting harder to find5,6—contradicting recombinant growth theory7,8. Here we shed light on this apparent puzzle. Analysing 20 million research articles and 4 million patent applications from across the globe over the past half-century, we begin by documenting the rise of remote collaboration across cities, underlining the growing interconnectedness of scientists and inventors globally. We further show that across all fields, periods and team sizes, researchers in these remote teams are consistently less likely to make breakthrough discoveries relative to their on-site counterparts. Creating a dataset that ....

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AI Research Blog - The Transformer Blueprint: A Holistic Guide to the Transformer Neural Network Architecture

A deep dive into Transformer a neural network architecture that was introduced in the famous paper “attention is all you need” in 2017, its applications, impacts, challenges and future directions ....

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How Federalism Could Spur Bipartisan Action On The Uninsured

National efforts to greatly reduce the number of uninsuredAmericans have made little progress for decades because achievingmajority support for any one approach has proved to be impossible.While as authors we remain unreconciled on the best solution, weshare the belief that federally supported state experimentation isa promising way to make progress. States should be allowed to trywidely differing solutions with federal financial support underlegislated guidelines, including specific protections andmeasurable goals. Congress would enact a "policy toolbox" offederal initiatives that states could include, and funding tostates would be linked to success in reaching the goals. ....

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