Trump, Congress approve largest U.S. research spending increase in a decade

Vision-improving nanoparticle eyedrops could end the need for glasses

Could the development of eyesight-improving eyedrops help eliminate the need for glasses? Quite possibly, suggests new research coming out of Israel’s Shaare Zedek Medical Center and Bar-Ilan University. A team of ophthalmologists at these institutes have invented and tested “nanodrops” which, combined with a laser process, reportedly results in improvements in both short- and long-sightedness.

An inside look at how Sweden is building the world’s second-longest tunnel

Reptile: A Scalable Meta-Learning Algorithm

We’ve developed a simple meta-learning algorithm called Reptile which works by repeatedly sampling a task, performing stochastic gradient descent on it, and updating the initial parameters towards the final parameters learned on that task. This method performs as well as MAML, a broadly applicable meta-learning algorithm, while being simpler to implement and more computationally efficient.