innovation

Algorithmic Decision-Making and Accountability

From Youtube: Jeff Larson, Safiya Noble, and Nikhyl Singhal join the Stanford teaching team, Rob Reich, Mehran Sahami, Jeremy Weinstein, and Hilary Cohen, to illuminate the ethical and social dimensions of algorithmic decision-making. They discuss competing notions of algorithmic fairness, the use of algorithms in practice (in both the public and private sectors), and questions of accountability, transparency, and governance.

If you knew everything, could you predict anything? A thought experiment

From Youtube: In this Wireless Philosophy video, Richard Holton (M.I.T.) discusses the classic philosophical problem of free will --- that is, the question of whether we human beings decide things for ourselves, or are forced to go one way or another. He distinguishes between two different worries. One worry is that the laws of physics, plus facts about the past over which we have no control, determine what we will do, and that means we're not free. Another worry is that because the laws and the past determine what we'll do, someone smart enough could know what we would do ahead of time, so we can't be free. He says the second worry is much worse than the first, but argues that the second doesn't follow from the first.

Tags: 

Making intelligence intelligible - Rich Caruana

From Youtube: In the world of machine learning, there’s been a notable trade-off between accuracy and intelligibility. Either the models are accurate but difficult to make sense of, or easy to understand but prone to error. That’s why Dr. Rich Caruana, Principal Researcher at Microsoft Research, has spent a good part of his career working to make the simple more accurate and the accurate more intelligible. Today, Dr. Caruana talks about how the rise of deep neural networks has made understanding machine predictions more difficult for humans, and discusses an interesting class of smaller, more interpretable models that may help to make the black box nature of machine learning more transparent.

60 Years of Challenges and Breakthroughs by DARPA

From Youtube: With a focus on the people and perseverance behind DARPA’s ability to make the impossible possible, trace the agency’s history from its charter following the Soviet Union’s Sputnik launch to advances across a spectrum of technologies. Building on a legacy of innovation, DARPA continues to push technological boundaries to ensure U.S. military superiority and serve the people who serve and protect our nation.

Meet the Godfather of AI, Geoff Hinton

From Youtube: For nearly 40 years, Geoff Hinton has been trying to get computers to learn like people do, a quest almost everyone thought was crazy or at least hopeless - right up until the moment it revolutionized the field. In this Hello World video, Bloomberg Businessweek's Ashlee Vance meets the Godfather of AI.

You and AI – the history, capabilities and frontiers of AI - Demis Hassabis

From Youtube: Demis Hassabis, world-renowned British neuroscientist, artificial intelligence (AI) researcher and the co-founder and CEO of DeepMind, explores the groundbreaking research driving the application of AI to scientific discovery. The talk launches the Royal Society’s 2018 series: You and AI, a collaborative effort to help people understand what machine learning and AI are, how these technologies work and the ways they may affect our lives.

Marc Raibert, Boston Dynamics CEO, on being acquired and selling the SpotMini

From Youtube: Marc Raibert, Boston Dynamics CEO, on being acquired and selling the SpotMini. Boston Dynamics’ rocked the world with the DARPA-funded Big Dog, and founder Marc Raibert showed off its latest creation, the SpotMini at TC Sessions Robotics 2018 at UC Berkeley.

Force Jacket - Pneumatically-Actuated Jacket - Disney Research

From aeon.co magazine: Immersive experiences seek to engage the full sensory system in ways that words, pictures, or touch alone cannot. With respect to the haptic system, however, physical feedback has been provided primarily with handheld tactile experiences or vibration-based designs, largely ignoring both pressure receptors and the full upper-body area as conduits for expressing meaning that is consistent with sight and sound. We extend the potential for immersion along these dimensions with the Force Jacket, a novel array of pneumatically-actuated airbags and force sensors that provide precisely directed force and high frequency vibrations to the upper body. We describe the pneumatic hardware and force control algorithms, user studies to verify perception of airbag location and pressure magnitude, and subsequent studies to define full-torso, pressure and vibration-based feel effects such as punch, hug, and snake moving across the body. We also discuss the use of those effects in prototype virtual reality applications.

Technodictators

From youtube.com: "If you want to preserve your power indefinitely, you have to get the consent of the ruled" - Aldous Huxley Interview by Mike Wallace on May 18, 1958, from the Harry Ransom Center at The University of Texas at Austin "This is Aldous Huxley, a man haunted by a vision of hell on earth. Mr. Huxley wrote a Brave New World, a novel that predicted that some day the entire world would live under a frightful dictatorship. Today Mr. Huxley says that his fictional world of horror is probably just around the corner for all of us." - Mike Wallace In this remarkable interview, Huxley foretells a future when telegenic presidential hopefuls use television to rise to power, technology takes over, drugs grab hold, and frightful dictatorships rule us all.

Pages

Subscribe to RSS - innovation

Scholarly Lite is a free theme, contributed to the Drupal Community by More than Themes.