开始使用第六代 Waymo Driver 进行自主运行。
Beginning fully autonomous operations with the 6th-generation Waymo driver

原始链接: https://waymo.com/blog/2026/02/ro-on-6th-gen-waymo-driver

Waymo 第六代 Driver 预计将大幅扩展其自动驾驶运营,在保持顶级安全性的同时降低成本。该系统建立在七年和近 2 亿英里的自主驾驶经验之上,采用强大的多模态感知套件——高分辨率摄像头、先进雷达和激光雷达——在各种条件下提供可靠的性能,包括恶劣天气。 主要改进包括下一代 1700 万像素摄像头,提供卓越的清晰度和更宽的动态范围,以及受益于行业成本降低的激光雷达和雷达技术的进步。 集成清洁系统确保摄像头视野清晰,定制硅芯片提高处理效率。 外部音频接收器 (EAR) 通过检测警车警报器等声音进一步增强感知能力。 第六代 Driver 专为适应性设计,可以集成到各种车辆平台中,实现可扩展的生产——目标是每年生产数万台。Waymo 正在使用该系统开始完全自动驾驶运营,并预计很快将向公众开放。

## Waymo 自动驾驶取得进展 最近的 Hacker News 讨论集中在 Waymo 第六代 Driver 的持续进展,目前已实现完全自动驾驶。用户尤其对 GM 放弃 Cruise 的决定感到惊讶,尤其是在 Waymo 展示了自动驾驶技术的可行性之后。 一位前 Cruise 员工认为,GM 意识到自己在软件/传感器开发方面能力不足——制造汽车并不等同于自动驾驶系统专业知识。另一些人指出,Waymo 的成功部分归功于埃隆·马斯克的固执阻碍了特斯拉的进展。 Waymo 强调了强大的多模式感知套件(摄像头、雷达、激光雷达)对于处理罕见的真实驾驶场景的重要性,强调了对可证明安全的 AI 而言“可靠的输入”的需求。该公司正在利用其运营大规模完全自动驾驶服务的经验。
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原文

Waymo will begin fully autonomous operations with its 6th-generation Driver —an important step in bringing our technology to more riders in more cities. This latest system serves as the primary engine for our next era of expansion, with a streamlined configuration that drives down costs while maintaining our uncompromising safety standards. Designed for long-term growth across multiple vehicle platforms, this system’s expanded capabilities allow us to safely broaden our footprint into more diverse environments, including those with extreme winter weather, at an even greater scale.

The 6th-generation Waymo Driver is the product of seven years of safety-proven service amassed from driving nearly 200 million fully autonomous miles across the densest cores of 10+ major cities and an expanding network of freeways. Our experience as the only company operating a fully autonomous service at this scale has reinforced a fundamental truth: demonstrably safe AI requires equally resilient inputs. This deep understanding of real-world requirements is why the Waymo Driver utilizes a custom, multi-modal sensing suite where high-resolution cameras, advanced imaging radar, and lidar work as a unified system. Using these diverse inputs, the Waymo Driver can confidently navigate the "long tail" of one-in-a-million events we regularly encounter when driving millions of miles a week, leaving nothing to the imagination of a single lens.

By leveraging breakthroughs in AI and validating the system through our rigorous safety framework, we can now accelerate our journey to the road with unprecedented velocity and confidence. Today, we're lifting the lid on our 6th-generation Waymo Driver's sophisticated sensing technology delivering expanded capabilities at a lower cost. 

Vision System  

The Waymo Driver’s vision system goes far beyond the capabilities of human sight or standard automotive cameras. While it interprets the same semantic details we do, such as traffic light colors and road signs, it operates with a level of awareness no person can match. Our vision system can see everywhere at once and possesses a dynamic range that allows it to pull critical details out of deep shadows while being hit with the direct glare of high-beams or emergency vehicle lights. 

Compared to a traditional automotive camera (right), the 6th-generation Waymo Driver camera (left) delivers significantly higher resolution at cost parity, allowing the system to make better-informed driving decisions.

At the core of this system is our next-gen 17 megapixel imager, a breakthrough in automotive vision technology. This high-resolution sensor captures millions of data points for incredibly sharp images while offering exceptional thermal stability across automotive conditions. These imagers allow the Waymo Driver to see around the vehicle with fewer cameras than if we used 5 or 8-megapixel sensors. The result is a system a generation ahead of other automotive cameras in terms of resolution, dynamic range, and low-light sensitivity.

A vision system that is reliable in inclement weather needs to keep itself clear. While cameras on conventional cars can struggle with raindrops, road grime, and ice, our system features  integrated cleaning systems  to maintain visibility. In conditions where a camera’s view may be limited, our lidar and radar provide the necessary redundancy to maintain the Waymo Driver’s perception.

This focus on high-performance sensing extends throughout our hardware system. We've pushed more processing complexity into Waymo’s custom silicon chips rather than relying on multiple hardware components. This approach delivers superior results with remarkable efficiency—our new cameras outperform the highly capable system on our 5th-generation vehicles, even as we continue to reduce costs by using less than half the number of cameras.

Lidar 

Unlike cameras that rely on light reflected from the environment to see, lidar lights up its own way by using laser beams to paint a 3D picture, also known as a point cloud image, of the world around it. If you drive in the rain or snow on dark freeways, you know how hard it is to see with vision alone.  

Waymo’s lidar sees the world in exceptional detail, distinguishing smaller objects like pedestrians near larger ones like vehicles, day and night.

Our 6th-generation lidar leverages the significant cost reductions the industry has seen over the last five years, especially as affordable lidar increasingly appears in consumer vehicles. By harnessing these market efficiencies alongside our custom-designed chips and optical designs—with core components designed and built in California—we have developed a system that sees at greater distances with better fidelity and higher robustness, all at a cost profile optimized for expansion.

Strategically placed short-range lidars provide redundant coverage to our cameras, enabling the Waymo Driver to associate accurate distance measurements with camera imagery. This is critical when navigating alongside vulnerable road users,  opening car doors, and other urban situations where centimeter-scale range accuracy matters. Beyond physical placement, we have reengineered how our lidar illuminates a scene and processes data internally. These upgrades help the lidar penetrate weather and avoid point cloud distortion near highly reflective signs, expanding the Waymo Driver's ability to see through heavy roadspray on freeways and other complex edge cases. 

Radar

Waymo’s imaging radar creates dense, temporal maps that instantly track the distance, velocity, and size of objects in all lighting and weather conditions. By leveraging radar chipsets that have become more sensitive and affordable, we benefit from industry-wide cost reductions while continuing to expand our own capabilities.

Waymo’s imaging radar can operate in a range of severe weather conditions, providing our system more time to discern an object and inform our next move.

Our next-generation radar builds on the foundation of the 5th-generation Waymo Driver, using new in-house algorithms to deliver improved performance in rain or snow. This 6th-generation system maximizes the benefit of sensor fusion by leveraging lightweight, powerful machine-learned models to extract maximum information from each sensor and dynamically optimize the performance of every sensing component.

External Audio Receivers (EARs) 

To complement our visual sensors, the Waymo Driver has long utilized several external audio receivers, or EARs, that help the Driver detect important sounds on the road, such as approaching emergency vehicles and railroad crossings, and respond accordingly. The Driver’s EARs are strategically placed around the central perception dome to optimize its ability to hear sirens and localize where the sounds are coming from while reducing the amount of wind noise it is susceptible to, especially at high speeds. Thanks to its EARs, the Waymo Driver can often hear and identify which direction a siren is traveling before it can even see it. 

One driver, different vehicle platforms 

The Waymo Driver can be applied to different platforms and use cases.

Because we are focused on building a Driver and not a vehicle, we’ve designed a versatile, integrated autonomous driving system that can be adapted to various platforms and use cases over time. Our versatile hardware approach allows us to reconfigure our sensors  and generalize our AI to meet each platform's unique needs—whether it is the Ojai or the Hyundai IONIQ 5—providing the Waymo Driver an optimal view of its surroundings while streamlining for efficiency. This 6th-generation system marks a major shift at our autonomous vehicle factory in Metro Phoenix, where we are beginning to meaningfully  scale toward a capacity of tens of thousands of units per year.  By collaborating with OEM partners to ensure base vehicles are Waymo Driver ready, we have engineered a system built for high-volume production, allowing us to unlock greater economies of scale as we bring our technology to more people.

As we transition to fully autonomous operations with the 6th-generation Waymo Driver on the Ojai, we'll continue providing our employees and their guests trips as we refine the rider experience. We can’t wait to open our doors to the public soon.

We’re looking for innovators and visionaries to join us to build the next generation of sensing technology and custom compute. From the silicon up, we’re designing the hardware that allows the Waymo Driver to see, think, and scale globally. 

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