Waymo has issued a voluntary software recall for roughly 3,800 [1] autonomous vehicles due to a defect regarding standing water on high-speed roads.

The recall highlights a critical safety gap in how autonomous systems perceive environmental hazards. If a robotaxi fails to recognize flooded roadways, it could lead to vehicle damage or passenger injury.

The software flaw could allow the robotaxis to continue driving through flooded roads, which creates a significant safety risk [5]. This vulnerability became apparent after a robotaxi drove into high water in San Antonio, Texas [4].

Waymo is addressing the issue through a software update. While some reports state more than 3,700 [3] vehicles are affected, other data points to 3,791 [4] or approximately 3,800 [1, 2] robotaxis in the recall scope.

The company is deploying the update to prevent future incidents where vehicles might misinterpret standing water as a drivable surface. This specific failure occurred on higher-speed roadways, where the risk of hydroplaning or engine intake of water is increased.

Waymo said it did not provide a specific timeline for the full rollout of the software patch, but the recall was announced Wednesday to mitigate immediate risks across its fleet.

Waymo has issued a voluntary software recall for roughly 3,800 autonomous vehicles

This recall underscores the ongoing struggle for autonomous vehicle (AV) software to master 'edge cases'—rare or unpredictable environmental conditions like flash floods. While AVs excel in mapped, dry environments, the inability to distinguish between a shallow puddle and a dangerous flood reveals a gap in sensor fusion, and real-time risk assessment. As Waymo scales its fleet, these software vulnerabilities may prompt stricter regulatory oversight regarding how robotaxis handle extreme weather.