Before the invention of the computer, most experimental psychologists thought the brain was an unknowable black box. You could analyze a subject’s behavior—ring bell, dog salivates—but thoughts, memories, emotions? That stuff was obscure and inscrutable, beyond the reach of science. So these behaviorists, as they called themselves, confined their work to the study of stimulus and response, feedback and reinforcement, bells and saliva. They gave up trying to understand the inner workings of the mind....
The search giant’s annual developer conference revealed that Google is playing catch-up to its Big Tech competitors and it doesn’t seem to care one bit.
Today, Google convened 7,000 developers and journalists at a popular outdoor concert venue in Silicon Valley and gave a two-hour state of the union on the future of arguably the most powerful and ambitious company in the world. In front of a packed crowd and tens of thousands watching via live stream, the company brought its best...
The book The Only Rule Is It Has To Work is the true story of how a couple of clever quants, Ben Lindbergh and Sam Miller, tried to bring sabermetric superiority to the Sonoma Stompers, a minor league baseball team nestled in California’s wine country. The self-described “statheads” have the chance-of-a-lifetime opportunity to test out their own Moneyball-style theories when the management team and owners of the Stompers invited them to run operations as part of a learning experience and team...
NOAA’s powerful new supercomputers paved the way for another upgrade to the U.S. Global Forecast System (GFS), NOAA’s primary model for weather prediction. The upgrade builds on last year’s significant boost to the GFS, which more than doubled the resolution of the model grid from 27 kilometers to 13 kilometers, resulting in higher resolution model output and more precise weather forecasts and warnings.
Today’s shift to four-dimensional ensemble hybrid data assimilation takes into account...
Move over Janet Yellen, automation in the workplace is about to get personal.
Instead of relying on the Federal Reserve chair, imagine using a computer to transform mountains of raw economic data into reliable predictions for unemployment, inflation and gross domestic product. What’s the best level for the federal funds rate?
“The capability is here,” says Andrew Lo, director of the Laboratory for Financial Engineering at the Massachusetts Institute of Technology, near Boston. “The...
At DeepMind, we conduct state-of-the-art research on a wide range of algorithms, from deep learning and reinforcement learning to systems neuroscience, towards the goal of building Artificial General Intelligence. A key factor in facilitating rapid progress is the software environment used for research. For nearly four years, the open source Torch7 machine learning library has served as our primary research platform, combining excellent flexibility with very fast runtime execution, enabling rapid...