A Cambridge-based start-up believes machine learning software is the key to autonomous vehicles and Wayve is developing machine learning algorithms for autonomous vehicles. Wayve, which includes the chief scientist at Uber amongst its investors, believes the industry has been doing too much hand-engineering and too little machine learning. The firm is hiring for positions in its Cambridge-based headquarters. "The missing piece of the self-driving puzzle is intelligent algorithms, not more sensors, rules and maps. Humans have a fascinating ability to perform complex tasks in the real world, because our brains allow us to learn quickly and transfer knowledge across our many experiences.
WILLIAMSBURG, Va.: The Pentagon's top weapons buyer, Frank Kendall, warned today that the US might hobble itself in future warfare by insisting on human control of thinking weapons if our adversaries just let their robots pull the trigger. Kendall even worries that Deputy Defense Secretary Bob Work is being too optimistic when Work says humans and machines working together will beat robots without oversight. These are unnerving ideas -- and top Army leaders swiftly responded with concern that robots would shoot civilians if you take the human out of the loop. This is what Vice Chairman of the Joint Chiefs Paul Selva calls the Terminator Conundrum: "When do we want to cross that line as humans? And who wants to cross it first?
Wayve, a U.K.-based startup that's developing artificial intelligence (AI) that teaches cars to drive autonomously using reinforcement learning, simulation, and computer vision, has raised $20 million in a series A round of funding led by Palo Alto venture capital (VC) firm Eclipse Ventures, with participation from Balderton Capital, Compound Ventures, Fly Ventures, and First Minute Capital. Several notable angel investors also participated in the round, including Uber's chief scientist Zoubin Ghahramani and Pieter Abbeel, a UC Berkeley robotics professor and pioneer of deep reinforcement learning. Founded out of Cambridge, U.K., in 2017, Wayve's core premise is that the big breakthrough in self-driving cars will come from better AI brains rather than more sensors or "hand-coded" rules. The company said that it trains its autonomous driving system using simulated environments and then transfers that knowledge into the real world, where it emulates how humans adapt to conditions in real time. Wayve's systems learn from each safety driver intervention to understand why the driver had to intervene, bypassing HD maps, lidar, and other sensors that have become synonymous with the burgeoning autonomous vehicle movement.
The Kardashian-Jenner siblings definitely know how to tease one another. When Kendall Jenner posted a jaw-dropping sexy bikini photo on Instagram, her older sister Khloe Kardashian decided to take a jab at her. "Why did you cut my head off?" Khloe teased, implying that the gorgeous body wearing a teeny yellow bikini belonged to her. Even their youngest sister, Kylie Jenner, could not help but comment: "I had to like all three photos." Kendall is modelling the suit from Kendall Kylie. So far, the post has generated over 3.4 million likes.