Machine vision is very brittle and can fail spectacularly - even at the fundamentals, like recognizing a stop sign. Automated test proctoring software, which also uses video to monitor people for subtle behaviors (in this case, cheating) has certainly been rife with bias and accuracy problems. Given how bad AI is at understanding the subtleties of human behavior and dealing with anomalies, this system could lead to real fairness and accuracy issues. ![]() ![]() (Such a function is not mentioned in Amazon’s video). The company that makes Driveri, Netradyne, also advertises that its product keeps scores on drivers that are updated - and provided to management - in real time. But as we have long argued, nobody should make the mistake of thinking that we can’t suffer many forms of privacy harm when being monitored by machines, not least because those machines are programmed to “snitch” to actual humans when they see something they think is bad. The device itself decides when to send video clips to the bosses and when to issue verbal alerts to drivers. The cameras in this system are not streamed live to management this is an AI monitoring system. Sometimes the robot camera will shout commands at you, such as “maintain safe distance!” or “please slow down!” One driver told CNBC that if the camera catches you yawning, it will tell you to pull over for at least 15 minutes - and if you don’t comply, you may get a call from your boss. ![]() In a video posted online, the company says the “camera records 100 percent of the time when you’re out on your route,” and watches for 16 behaviors that will “trigger Driveri to upload recorded footage.” These include not only accidents but also such things as following another car too closely, making a U-turn, failing to wear the seatbelt, obstructing the camera, “hard” braking or accelerating, and appearing to be distracted or drowsy - or what the AI interprets as those activities, anyway. The device Amazon is installing (called “Driveri,” pronounced “driver eye”) has cameras pointing in four directions, one of which is toward the driver. Last month we learned that Amazon is planning to deploy AI cameras that will constantly scrutinize drivers inside the cabins of its delivery vehicles, and inform their bosses when the camera thinks they’ve done something questionable.
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