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Federated Learning: Collaborative Machine Learning without Centralized Training Data

Google has begun offloading some of its machine learning to mobile devices to keep your private data… private.
John Deere self-driving tractor
ai

Self-Driving Cars Are Coming, but Self-Driving Tractors Are Already Here

Motherboard surveys all the ways farmers are already living in the future. Self-driving tractors have been farming the land for 15 years.
bots

It’s Not Their Pop Idol, but a Bot

A New York Times story about chatbots and the music industry uncovers a few promising signals about bots.
An uncertain robot
algorithms

Systems Smart Enough To Know When They're Not Smart Enough

Google and others offer wrong answers with matter-of-fact authority. How can designers build stronger signals of trust into data-driven interfaces?
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  • Designing for Touch, by Josh Clark
  • Tapworthy: Designing Great iPhone Apps, by Josh Clark

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