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cover of episode Tesla FSD v12: The Quest for General Driving Intelligence

Tesla FSD v12: The Quest for General Driving Intelligence

2024/1/23
logo of podcast Dave Lee on Investing

Dave Lee on Investing

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活跃的房地产投资者和分析师,专注于房地产市场预测和投资策略。
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Dave: 我认为特斯拉在完全自动驾驶(FSD)方面的方法正在经历重大转变。为了更好地理解这一转变,我引入了两个关键概念:狭窄驾驶智能(NDI)和通用驾驶智能(GDI)。NDI 是一种针对特定驾驶挑战或边缘案例,通过专门的解决方案或算法逐个解决的自动驾驶方法。然而,这种方法的局限性在于,它无法提升车辆处理新出现的、未曾见过的边缘案例的能力。相反,GDI 旨在开发一种全面的驾驶智能,使其能够像人类驾驶员一样处理各种情况和新的边缘案例。GDI 的核心在于创建一个庞大的神经网络,通过学习数百万个不同驾驶场景的视频,使 AI 能够智能地应对以前从未见过的情况和边缘案例。我认为特斯拉的 FSD v12 版本,通过采用端到端神经网络方法,为实现真正的通用驾驶智能奠定了基础,这可能是 FSD 发展的一个重要转折点。

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I discuss why Tesla had to do a complete rewrite of FSD and more importantly, why it should allow them to improve faster and potentially solve autonomous driving.Narrow Driving Intelligence (NDI) is an approach to autonomous driving where each unique driving challenge, or edge case, is solved individually with a specific solution or algorithm. However, this approach does not improve the vehicle's ability to handle new, unseen edge cases. On the other hand, General Driving Intelligence (GDI) aims to develop a holistic driving intelligence that can handle a variety of situations and new edge cases, much like a human driver would. It involves creating a massive neural network that learns from millions of videos of various driving situations, enabling it to intelligently navigate through situations and edge cases it's never seen before.Social🐦 Twitter https://mobile.twitter.com/heydave7🎧 Apple Podcast: https://podcasts.apple.com/us/podcast/dave-lee-on-investing/id1493031991🎙️Spotify https://open.spotify.com/show/2iin015s0k21Bt4ldep9XT?si=uBV4Ft8hQEu_GE4YSIDDGg📸 Instagram https://www.instagram.com/heydave7Dave Lee on Parenting, https://www.youtube.com/channel/UCWD9b1BZqi2G2u30sGYIFrANOTE: Please don’t fall for scammers who might impersonate me or others in the comment section. I do NOT give out my number or ask people to contact me.💁🏻‍♂️ Disclaimer: All content on this channel is for discussion and illustrative purposes only and should not be construed as professional financial advice or recommendation to buy or sell any securities. Should you need such advice, consult a licensed financial or tax advisor. All views expressed are personal opinion as of date of recording and are subject to change without responsibility to update views. No guarantee is given regarding the accuracy of information on this channel. Neither host or guests can be held responsible for any direct or incidental loss incurred by applying any of the information offered. Author is long TSLA and other stocks at time of original video publish date.Check out my archived articles/posts on Tesla and investing: https://teslamotorsclub.com/tmc/threads/articles-megaposts-by-davet.23473/#post-485768#Tesla #TSLA #Stocks

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