cover of episode Driverless: Waymo and the Robotaxi Race—Under the Hood

Driverless: Waymo and the Robotaxi Race—Under the Hood

2024/12/15
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WSJ Tech News Briefing

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主持人
专注于电动车和能源领域的播客主持人和内容创作者。
Topics
主持人:本期节目探讨了Waymo在无人驾驶汽车领域的领先地位及其面临的挑战,以及特斯拉、Zoox等竞争对手的策略和发展。Waymo目前在洛杉矶等城市提供无人驾驶出租车服务,但其高昂的运营成本和盈利能力仍是需要解决的问题。 Myles Krupa:特斯拉计划推出两种无人驾驶汽车,小型轿车和大型货车,并采用基于摄像头的自动驾驶技术,这与Waymo等使用激光雷达的竞争对手形成对比。特斯拉的自动驾驶技术目前仍处于较低级别,且缺乏必要的测试许可证。 Phil Kopman:特斯拉采用端到端机器学习方法,通过大量数据训练AI程序,但这在处理罕见情况时存在安全隐患。Waymo的扩张速度也面临挑战,需要在快速发展和安全稳健之间取得平衡。 Megan Bobrowski:Waymo与Uber的合作有助于提高市场认可度和车辆利用率,降低空驶里程,从而提高盈利能力。Waymo的车辆成本高昂,行程价格也高于Uber,这影响了其市场竞争力。 Shweta Kajaria:Waymo的盈利能力面临挑战,可能需要10年时间才能实现收支平衡。降低行程价格、提高车辆利用率以及将技术许可给其他汽车制造商是Waymo实现盈利的潜在途径。 主持人:本节目分析了Waymo在无人驾驶汽车领域的领先地位,以及来自特斯拉、Zoox等竞争对手的挑战。Waymo的无人驾驶出租车服务已经覆盖多个城市,但高昂的运营成本和盈利能力仍然是其面临的主要问题。特斯拉则选择了一种不同于Waymo的基于摄像头的自动驾驶技术路线,并面临着技术成熟度和监管许可方面的挑战。Zoox等其他公司也在积极研发无人驾驶技术,但其运营规模和市场影响力与Waymo相比仍存在差距。 主持人:Waymo与Uber的合作是其拓展市场和提高车辆利用率的重要举措,但同时也暴露出其在成本控制和盈利模式方面的挑战。无人驾驶汽车行业的竞争日益激烈,Waymo需要在技术创新、成本控制和市场拓展方面持续努力,才能保持其领先地位。 主持人:本节目探讨了无人驾驶汽车行业的未来发展趋势,以及Waymo等公司面临的机遇和挑战。随着技术的不断进步和市场竞争的加剧,无人驾驶汽车的成本将逐渐降低,市场规模也将不断扩大。Waymo等公司需要在技术创新、商业模式和安全监管等方面不断完善,才能在激烈的市场竞争中脱颖而出。 主持人:通用汽车放弃Cruise的无人驾驶出租车项目,这为Waymo提供了更大的发展机遇。Waymo需要抓住这一机遇,进一步提升其品牌影响力,巩固其在无人驾驶汽车领域的领先地位。

Deep Dive

Key Insights

Why did Tesla's unveiling of its driverless car prototype disappoint investors?

The event was flashy but lacked detailed information about the business and the cars, leading to a 9% drop in Tesla shares the next day.

How does Waymo's robo-taxi service compare to Tesla's driverless efforts?

Waymo is significantly ahead, conducting 150,000 paid rides a week across four cities, while Tesla is still testing its technology and lacks the necessary permits for driverless operations in California.

Why does Elon Musk believe cameras are sufficient for self-driving cars?

Musk argues that cameras are cheaper than LiDAR and that an end-to-end neural network using AI can handle autonomous driving effectively with camera data.

What are the safety concerns with Tesla's end-to-end machine learning approach?

The method struggles with rare situations, such as recognizing fire trucks or avoiding flooded roads, which raises questions about its safety in unpredictable scenarios.

What is the estimated cost of a Waymo vehicle?

Each Waymo vehicle costs approximately $125,000, including the car, LiDAR sensors, cameras, and radar.

How does Waymo plan to expand its robo-taxi service?

Waymo is partnering with Uber to bring paid rides to Austin and Atlanta, leveraging Uber's platform and user base to increase adoption and reduce empty miles.

Why is reducing empty miles important for Waymo's profitability?

Waymo incurs costs for every mile driven, so reducing empty miles increases the proportion of paid rides, improving the economics of the business.

What is the estimated timeline for Waymo to break even?

Assuming 45 daily trips per vehicle and 20,000 vehicles, it could take Waymo up to 10 years to break even on its investments.

Why are Waymo rides currently more expensive than Uber rides?

Waymo rides are about 25-30% more expensive, likely due to the high cost of the vehicles and the technology involved in autonomous driving.

What alternative strategy could Waymo pursue to become profitable?

Waymo could license its technology to other car manufacturers, earning high-margin licensing fees instead of operating the robo-taxi service directly.

Shownotes Transcript

Waymo, the self-driving car startup owned by Google parent Alphabet, may be the front-runner in the race to lead the driverless car industry, but it’s got competition. Elon Musk’s Tesla and Amazon’s Zoox are also building out robotaxi technology and services to get riders in self-driving cars. On the second episode of our special series on the growing driverless car industry, host Danny Lewis looks at these companies’ efforts to catch up and where Waymo’s success could take it and its tech into the future.

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**Further reading: **

General Motors Scraps Cruise Robotaxi Program

Musk Shows Off Driverless Robotaxi to Be Priced Under $30,000

Waymo, Uber, Lyft Are Biggest Winners From Tesla’s Robotaxi Flop)  

Elon Musk Plays a Familiar Song: Robot Cars Are Coming)  

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