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A | Rivian创始人兼CEO RJ Scaringe在LinkedIn的一篇文章中写道:“当我们审视我们的未来路线图和人工智能/ML的整体作用时,James的到来是最有影响的时候。”Scaringe周三在TechCrunch Disrupt的舞台上重申了这个观点。 Army private Travis King, who crossed the border into North Korea before being returned to the U.S. in September, has been charged with desertion, according to military charging documents a source close to the case shared with ABC News Thursday night.In addition to desertion for crossing over into North Korea, where he was detained for two months, King faces seven additional charges, including possessing child pornography and multiple assaults, according to the documents. A defense official confirmed the desertion and assault charges to ABC News, while another said reports on the charges were correct. Reuters was first to break the news of the desertion, child pornography and assault charges.A spokesperson for the First Armored Division, King’s unit, was not available for comment late Thursday night, but the documents say King was informed of the charges on Wednesday.Claudine Gates, Pvt. King's mother, issued a statement in support of her son, asking for him to be be presumed innocent."I love my son unconditionally and am extremely concerned about his mental health. As his mother, I ask that my son be afforded the presumption of innocence," she said in her statement. "The man I raised, the man I dropped off at boot camp, the man who spent the holidays with me before deploying did not drink. A mother knows her son, and I believe something happened to mine while he was deployed. The Army promised to investigate what happened at Camp Humphries, and I await the results."King has been assigned two JAG officers as council, and he will also be represented by attorneys Sherilyn A. Bunn and Joshua Grumbaugh, and professor Franklin D. Rosenblatt, ABC has learned."I am grateful for the extraordinary legal team representing my son, and I look forward to my son having his day in court," her statement concluded.。Scaringe表示,他预计在处理许多驾驶任务的同时仍需要人类驾驶员在必要时接管的2级和3级系统将随着时间的推移变得更好,并且比设计用于处理某些条件下的所有驾驶任务的更重的硬件4级系统扩展得更快。

B | “我认为我们所看到的重硬件系统的情况是,它需要大量的资金且路线图比大多数人预期的要长得多,”Scaringe说道。

C | 像Aurora、Argo AI、Cruise、Waymo和Zoox等公司已经花费数十亿美元开发用于乘车和送货的自动驾驶车辆,但还没有大规模商业化。与此同时,“硬件受限”的车辆或传感器较少、自主水平较低的车辆如今已出现在数十万辆消费者和商业车辆上。“因此,你可以从已部署的车队中获得这种奇妙的学习。因此,虽然硬件较少,但人工智能和ML(机器学习)可以在你的相机训练中发挥的作用,因此,你的规划算法真的相当强大,”Scaringe说道,“所以,作为一家公司,我们的观点是,一个更受硬件限制的系,可以应用于数百万和数百万英里的大量车辆,这是一个将具有更好的长期潜力的平台。”Scaringe表示,随着时间的推移,Rivian将为其车辆增加新的传感方式。另外,他还补充称,随着芯片制造商增加计算能力,该汽车制造商可以扩展到4级自主功能。

D | 改进Rivian的自主功能并不仅仅是为了吸引客户寻找下一个替代特斯拉Autopilot的产品。Scaringe表示,Rivian的保险产品实际上是在鼓励客户使用Driver+,即Rivian的高级驾驶辅助系统品牌。“原因是它比最好的人类要好得多,”Scaringe说道,“车辆不会查看手机短信,不会因为窗外的东西而分心。

E | 因此,进入这些2级、3级系统的安全方面有意推动越来越多的时间由车辆本身来驾驶,是有意义的和真实的。
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