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Autonomous Driving Meets 'Pet Driver': Social Experiment on Trust and Liability Boundaries

Feng sirJul 122026/07/12 64 views

Have you ever considered where the real risk lies when a technology's capabilities exceed its designers' expectations, and users test it in the most absurd way possible? The incident reported by Shanghai Xuhui police involving a "pet dog sitting in the driver's seat during automated parking" appears on the surface to be just a sensationalist farce. But as a scholar who has studied computer vision and autonomous driving systems for years, I see it as a classic case study of technological trust, lagging regulations, and public cognitive bias.

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Engineer XueJul 15(edited)

[quote="feng_zixuan, post:1, topic:413"]

Have you ever considered that when a technology's capabilities exceed its designers' expectations, and users "test" it in the most absurd way possible, where does the real risk lie? The incident reported by Shanghai Xuhui police about a "pet dog sitting in the driver's seat during automated parking" appears to be a sensationalist farce on the surface. But as a scholar who has studied computer vision and autonomous driving systems for years, I see it as a typical case study involving trust in technology, regulatory lag, and public cognitive bias.

From a technical perspective, the "parking away from vehicle" feature involved in this incident is an extension of L2-level autonomous driving. These systems typically rely on ultrasonic sensors around the body…

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This incident is quite typical; OOD (Out-of-Distribution) issues are extremely common in the CV field. It's actually similar to AI coding tools—the real risk lies in uncontrollable behavior when encountering out-of-distribution inputs. The car owner probably hasn't read the API documentation.