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Solving The Money Problem - Tesla's Vision-Only FSD: Outsmarting the Experts? #shorts

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以下是对所提供文本的总结,包含了所有主要的论点: 演讲者认为,许多人尚未理解特斯拉全自动驾驶(FSD)系统的根本区别。他们强调了特斯拉FSD的以下几点: 1. **纯视觉与通用平台:** 特斯拉FSD是一个纯视觉的通用型自动驾驶平台,它像人类眼睛一样通过摄像头感知世界。 2. **训练数据:** 它通过“优秀人类驾驶员”在各种情况下(例如被洪水淹没的街道)的视频进行训练。 3. **大规模训练:** 得益于特斯拉现有约一千万辆汽车的车队,这种训练利用了“海量高质量数据”,实现了“大规模”训练,从而产生了“数千甚至数万个训练样本”。 4. **类人适应性:** 据称,特斯拉车辆“知道如何驾驶,仅此而已”,类似于人类可以在新城市、新州甚至新国家(包括那些靠左行驶的国家)中通过微调进行驾驶。 演讲者随后批评了“所谓的专家”犯下的“乌龙球”(自作自受): 5. **专家们的错误信念:** 这些专家据称相信,安全的自动驾驶软件“需要地球上的所有传感器”(激光雷达、毫米波雷达等)。 这种信念随后与特斯拉声称的性能以及Waymo据称发生的事故形成了直接对比: 6. **特斯拉FSD的性能:** 据报道,特斯拉车辆现在已在美国“近六个城市完全自主运行,没有发生任何重大事故”,而且仅使用了其基于摄像头的(纯视觉)系统。 7. **Waymo的事故:** 相比之下,Waymo现在却出现了“多起灾难性的重大失误”,尽管Waymo车辆配备了广泛的传感器阵列,包括激光雷达、毫米波雷达、“鳄鱼声纳”以及“地球上所有其他形式的通信和传感器”(包括讽刺性地提到了“烟雾信号”)。

Here's a summary of the provided text, including all the key assertions made: The speaker argues that many people haven't grasped the fundamental distinction of Tesla's Full Self-Driving (FSD) system. They highlight several points about Tesla FSD: 1. **Vision-Only & Generalized Platform:** Tesla FSD is a vision-only, generalized autonomous platform that perceives the world through cameras, much like human eyes. 2. **Training Data:** It's trained on video of "good human drivers" encountering various situations (e.g., flooded streets). 3. **Massive Scale Training:** This training leverages an "enormous amount of high quality data" at "massive scale" due to Tesla's existing fleet of "roughly 10 million vehicles," resulting in "thousands if not tens of thousands of training examples." 4. **Human-like Adaptability:** Tesla's vehicles are claimed to "know how to drive period," similar to how humans can drive in new cities, states, or even countries (including those with opposite side-of-the-road driving) with minor adjustments. The speaker then criticizes "so-called experts" for an "own goal": 5. **Experts' Flawed Belief:** These experts allegedly believe that safe autonomous software *requires* "every sensor on earth" (Lidar, Radar, etc.). This belief is then directly contrasted with Tesla's claimed performance and Waymo's alleged incidents: 6. **Tesla FSD's Performance:** Tesla vehicles are reportedly "operating fully autonomously now in almost half a dozen U.S. cities without any major incidents," using *only* their camera-based (vision-only) system. 7. **Waymo's Incidents:** In contrast, there are "multiple incidents now catastrophic major clusterfucks from Waymo," despite Waymo vehicles being equipped with an extensive array of sensors including Lidar, Radar, "gator sonar," and "every other form of communication and sensor on the planet" (including a sarcastic mention of "smoke signals").