{"id":6345,"date":"2025-10-30T14:14:48","date_gmt":"2025-10-30T14:14:48","guid":{"rendered":"https:\/\/musictechohio.online\/site\/amazon-ai-drivers-report\/"},"modified":"2025-10-30T14:14:48","modified_gmt":"2025-10-30T14:14:48","slug":"amazon-ai-drivers-report","status":"publish","type":"post","link":"https:\/\/musictechohio.online\/site\/amazon-ai-drivers-report\/","title":{"rendered":"Amazon Tells Driver to Keep Delivering Packages Amid Raging Wildfire"},"content":{"rendered":"<div>\n<p class=\"article-paragraph skip\">As work goes, it was a pretty typical shift for Johnny. An Amazon delivery driver, today\u2019s route took his small cargo van through the wooded hills of Big Bear Lake, the rural outskirts of San Bernardino, California. There was just one caveat: his deliveries were bringing him dangerously close to the maw of a raging wildfire.<\/p>\n<p class=\"article-paragraph skip\">Assessing his itinerary on the Amazon Flex app as smoke billowed around him, Johnny realized that his entire delivery route was ablaze. He radioed in to dispatch about the obvious dilemma, assuming they\u2019d call him back to the warehouse.<\/p>\n<p class=\"article-paragraph skip\">Instead, Amazon told him to buck up and do his best.<\/p>\n<p class=\"article-paragraph skip\">\u201cAmazon said, \u2018I know it\u2019s not safe, deliver what you can,&#8217;\u201d he later recalled. \u201cBut [Amazon] still sent us to an active fire to deliver.&#8217;\u201d<\/p>\n<p class=\"article-paragraph skip\">If he refused, Johnny knew he could face repercussions: being forced to undergo training on his own time, having his hours cut, or even losing his job altogether. The suite of software on his phone \u2014 made up of the Amazon Flex app, eDriving Mentor app, and the DSP Workplace app \u2014 combined with the van\u2019s onboard sensors, routing software, and AI-powered cameras, constantly monitor his work, alerting Amazon to any deviation that might require correction.<\/p>\n<p class=\"article-paragraph skip\">Yet when it comes to reporting safety violations, hazards, or routing errors like the one bringing him into harm\u2019s way, the tech panopticon surrounding the nearly <a href=\"https:\/\/labornotes.org\/2024\/09\/new-york-amazon-delivery-drivers-join-teamsters-surge-momentum\">400,000 drivers<\/a> like Johnny fall decidedly flat, like when he was urged back into the path of the blazing wildfire.<\/p>\n<p class=\"article-paragraph skip\">The issue of Amazon driver surveillance and worker welfare was the subject of a lengthy investigation by the Distributed AI Research Institute (DAIR), a research group led by <a href=\"https:\/\/www.dair-institute.org\/team\/timnit-gebru\/\" rel=\"nofollow\">former Google ethicist Timnit Gebru<\/a>.<\/p>\n<p class=\"article-paragraph skip\">In its <a href=\"https:\/\/www.dair-institute.org\/projects\/driven-down\/\">latest report<\/a>, DAIR interviewed Amazon delivery drivers from around the United States \u2014 including Johnny, though all names were changed to protect them from retribution \u2014 to investigate how algorithmic management and workplace surveillance allows the company to exploit drivers in an uncompromising surveillance dragnet while skirting responsibility for their safety and wellbeing.<\/p>\n<p class=\"article-paragraph skip\">One of the key problems facing Amazon\u2019s bottom line is its reliance on human labor. Until it can completely automate delivery drivers \u2014 a goal it\u2019s currently throwing <a href=\"https:\/\/futurism.com\/amazon-delivery-robots\">tons of money at<\/a> \u2014 Amazon works through a network of Direct Service Partners (DSPs), third-party contractors who do the job of hiring, managing, and firing delivery drivers. This shifts Amazon\u2019s cost structure, relieving it of the costly burden of paying for driver benefits, uniforms, or equipment.<\/p>\n<p class=\"article-paragraph skip\">For as much money as it saves, this arrangement also presents a challenge for Amazon when it comes to <a href=\"https:\/\/www.businessinsider.com\/amazon-delivery-driver-warehouse-employee-working-conditions-van-cameras-2021-3\">exercising total authority<\/a> over those who don the blue vests. Speaking to <em>Futurism<\/em>, DAIR director of research Alex Hanna said Amazon\u2019s tech panopticon is \u201ccentral to keeping control\u201d over its workers.<\/p>\n<p class=\"article-paragraph skip\">\u201cAmazon is more interested in treating workers like automata rather than human beings,\u201d Hanna said. \u201cAmazon would get rid of drivers altogether if they could.\u201d<\/p>\n<p class=\"article-paragraph skip\">For now, its arsenal of paternal devices give it the next best thing.<\/p>\n<p class=\"article-paragraph skip\">***<\/p>\n<p class=\"article-paragraph skip\">As tech has improved over the years, so too has Amazon\u2019s deployment of invasive tech. One of its more recent additions to DSP vehicles, for example, is the Netradyne AI-camera system. Amazon says the gadgets are installed for employees\u2019 safety, but drivers tell a different story.<\/p>\n<p class=\"article-paragraph skip\">For one thing, the Netradyne cameras have a habit of penalizing drivers at random. \u201cSometimes the camera would glitch out and tell me I\u2019m distracted when I\u2019m looking straight at the road,\u201d Johnny said, according to the DAIR paper.<\/p>\n<p class=\"article-paragraph skip\">Even when Netradyne does work as intended, it can feel arbitrary. Drivers interviewed by DAIR reported not being told how to mitigate automatic infractions, so learning the system\u2019s quirks becomes an aggravating game of trial-and-error. Many of the lessons are dangerous.<\/p>\n<p class=\"article-paragraph skip\">\u201cYou\u2019ll be going through a light that turns yellow and they want you to immediately slam on your brakes so that you don\u2019t risk running a red light, because if you run the red light you get hit on Netradyne,\u201d a driver named Madeline told researchers. \u201cNo matter what cars are behind you, they want you to slam your brakes.\u201d<\/p>\n<p class=\"article-paragraph skip\">In many DSP vehicles, the number of cameras onboard means workers have virtually no privacy. Because drivers are under intense pressure to hit a huge number of delivery stops, they often face difficult situations when they need to use the restroom or change a tampon during a typical shift. Amazon\u2019s ever-watching cameras have worsened a <a href=\"https:\/\/www.forbes.com\/sites\/katherinehamilton\/2023\/05\/24\/delivery-drivers-sue-amazon-for-being-forced-to-pee-in-bottles\" rel=\"nofollow\">well-known issue<\/a> in which workers resort to urinating in bottles in order to hit their delivery quota.<\/p>\n<p class=\"article-paragraph skip\">\u201cIt takes girls even longer when it\u2019s that time of the month,\u201d Elizabeth said of Amazon\u2019s notorious bathroom problem. \u201cSo we just kind of deal with it in the back, especially if we have a heavier route. So when I figured that out [cameras in the back of the vans] I was like Goddamn it! I actually have to go to the bathroom now.\u201d<\/p>\n<p class=\"article-paragraph skip\">***<\/p>\n<p class=\"article-paragraph skip\">With so many devices keeping watch, it\u2019s not uncommon for the tech to give drivers conflicting feedback.<\/p>\n<p class=\"article-paragraph skip\">\u201cThere was a semi truck. I guess the guy fell asleep,\u201d a driver named Pablo told DAIR in the report. \u201cHe was driving the wrong way in my lane, towards me. I had to break really hard, really, really hard. And the guy, I guess he finally opens his eyes. He made his truck get out of the way and he rolled over. Next thing I know, I got dinged for hard braking.\u201d<\/p>\n<p class=\"article-paragraph skip\">Pablo immediately received a scolding text from his DSP, who he told to check the Netradyne camera. \u201cThat\u2019s what saved me,\u201d he said. But another system \u2014 the Mentor app \u2014 penalized him.<\/p>\n<p class=\"article-paragraph skip\">\u201cMy [Mentor] score [went] from 850 to 650 or something,\u201d Pablo continued. For drivers, Mentor is the app responsible for scoring road safety based on GPS. \u201cI said to my manager, \u2018So what do I do? How do I change my score? Because it wasn\u2019t my fault,\u201d Pablo said. His DSP manager \u2014 who\u2019s also liable to lose payment or even the <a href=\"https:\/\/www.wired.com\/story\/his-drivers-unionized-then-amazon-tried-to-terminate-his-contract\/\">entire Amazon contract<\/a> if their employee scores dip too low \u2014 had no idea.<\/p>\n<p class=\"article-paragraph skip\">\u201cSo next time I\u2019m just gonna crash to keep my score [at] 850,\u201d Pablo recalled. \u201cThat\u2019s basically what you are telling me.\u201d<\/p>\n<p class=\"article-paragraph skip\">Other drivers also reported being dinged for perfectly reasonable behavior, like drinking water in the cabin, or braking suddenly when traffic hazards pop up out of nowhere.<\/p>\n<p class=\"article-paragraph skip\">Johnny, for instance, says he was eventually fired after the seatbelt sensors went down on his DSP\u2019s fleet of vans. Though his DSP made Amazon aware of the problem, the resulting hits to his overall safety score apparently pushed him beyond the company\u2019s cut-off point.<\/p>\n<p class=\"article-paragraph skip\">\u201cThe seatbelt sensor went off on me seven times supposedly,\u201d he said. \u201cBut I had my seatbelt on. They fired me a few days later through a phone call and voicemail.\u201d<\/p>\n<p class=\"article-paragraph skip\">The gulf between these systems highlights a contradiction between Amazon and DSPs. When drivers deliver packages, Amazon expects blazing fast speeds and precision. DSPs, however, have an incentive to keep turnover low and drivers safe \u2014 if not for the drivers themselves, then at least <a href=\"https:\/\/aguiarinjurylawyers.com\/amazon-delivery-model\/\" rel=\"nofollow\">for their insurance<\/a>. Those that do are often overruled by Amazon, or end up being dropped altogether.<\/p>\n<p class=\"article-paragraph skip\">\u201cOur DSP owners will put rules, and sometimes Amazon wouldn\u2019t like it. They would go over our DSP and fire us,\u201d Johnny told DAIR. \u201cThey would say, \u2018Oh, Amazon fired this person for some sort of reason.\u2019 And, we would be like okay that\u2019s BS, but all right. We kind of had to be a savage to survive this job.\u201d<\/p>\n<p class=\"article-paragraph skip\">***<\/p>\n<p class=\"article-paragraph skip\">That these technological devices often make drivers\u2019 lives harder isn\u2019t lost on Amazon, which has a few channels for workers to voice their concerns or complaints. The problem, explains DAIR\u2019s Adrienne Williams, the lead author of the report and a former Amazon driver herself, is that those systems aren\u2019t designed to be taken seriously.<\/p>\n<p class=\"article-paragraph skip\">\u201cThey did have a question that came up on our Rabbit scanner phones at the end of our shift that asked if we experienced any problems or dangers on our routes that day,\u201d Williams explains. \u201cI always filled out that question. I never saw any response or any change to dangers discussed.\u201d<\/p>\n<p class=\"article-paragraph skip\">Not long ago, Amazon began leaning on a system called Project Cheetah, a webform meant to escalate driver and DSP complaints for the company to address. Williams had left the job before she could experience Cheetah, which she described as a \u201cred herring\u201d designed to keep tabs on disgruntled workers interested in unionizing (Amazon routinely drops entire DSPs worth of drivers for <a href=\"https:\/\/www.commondreams.org\/news\/amazon-fires-unionized-workers\" rel=\"nofollow\">committing that sin<\/a>). Workers familiar with the system say she isn\u2019t missing much.<\/p>\n<p class=\"article-paragraph skip\">\u201cYou would scan your badge and it would ask you questions,\u201d Johnny said. \u201cI never did it. It never worked.\u201d Elizabeth told DAIR it can take months for Amazon to solve an issue flagged to Cheetah, if they ever do at all.<\/p>\n<p class=\"article-paragraph skip\">While workday complaints can take the form of faulty addresses or poor routing, they can also encompass extremely reasonable demands for driver\u2019s personal safety. Either way, Amazon\u2019s response tends to be the same.<\/p>\n<p class=\"article-paragraph skip\">\u201cWe\u2019ve dealt with Nazis on route and they pulled guns on us many times,\u201d Johnny recalled in the report, speaking of his time delivering in the hills of California, which have a history of playing host to <a href=\"https:\/\/www.newyorker.com\/magazine\/2017\/09\/25\/the-nazi-sites-of-los-angeles\" rel=\"nofollow\">extreme right-wing groups<\/a>. \u201cAmazon didn\u2019t blacklist their house. They told us they would, but they didn\u2019t. We had a guy. He was Jewish. He wore his [Star of David]\u2026 and the Nazi saw that, and walked out with a gun and held him at gun point.\u201d<\/p>\n<p class=\"article-paragraph skip\">There are countless other stories, all of which stem from the inherent contradiction bubbling within Amazon: it has a material interest in completely automating labor, yet current technological limitations prevent it from doing so.<\/p>\n<p class=\"article-paragraph skip\">Failing that, its next most lucrative move is to harangue drivers into working at the whim of algorithms, one layer removed from Amazon via the DSP arrangement, yet constantly monitored and harassed by an ever-expanding arsenal of company tech.\u00a0<\/p>\n<p class=\"article-paragraph skip\">\u201cEverything Amazon does when it comes to workers is to either maximize efficiency to physically dangerous, unrealistic rates or to manage dissent and reduce pushback,\u201d Williams explains. \u201cAll while claiming not to be the true employer of their delivery drivers.\u201d<\/p>\n<p class=\"article-paragraph skip\">To improve Amazon\u2019s exploitative practices and prioritize worker safety and wellbeing, DAIR has five recommendations. First, Amazon must be held accountable for its workers directly, as was also argued <a href=\"https:\/\/www.bloomberg.com\/news\/articles\/2025-09-22\/amazon-wielded-overwhelming-control-over-contract-workers-labor-board-says\" rel=\"nofollow\">by the National Labor Relations Board<\/a> in Southern California. Surveillance tech must also be highly curtailed, and algorithmic route planning should be strictly scrutinized by humans, if not planned by humans altogether.<\/p>\n<p class=\"article-paragraph skip\">On top of this, drivers must be able to voice their complaints against problem customers, without fear of penalties, and with assurances that steps will be taken to remove those people from the customer list. Finally, there must be human oversight of customer complaints, as opposed to the current system, in which algorithms determine penalties and drivers have no chance of pleading their case against a multi-faceted panopticon.<\/p>\n<p class=\"article-paragraph skip\">Unfortunately, acting on any of those recommendations would mean Amazon putting workers before profit \u2014 something it has no incentive to do anytime soon.<\/p>\n<p class=\"article-paragraph skip\"><strong>More on Amazon:\u00a0<\/strong><em><a href=\"https:\/\/futurism.com\/robots-and-machines\/amazon-replace-workers-robots\">Secret Plans Reveal Amazon Plot to Replace 600,000 Workers With Robot Army<\/a><\/em><\/p>\n<p>The post <a href=\"https:\/\/futurism.com\/future-society\/amazon-ai-drivers-report\">Amazon Tells Driver to Keep Delivering Packages Amid Raging Wildfire<\/a> appeared first on <a href=\"https:\/\/futurism.com\/\">Futurism<\/a>.<\/p>\n<\/div>\n<div style=\"margin-top: 0px; margin-bottom: 0px;\" class=\"sharethis-inline-share-buttons\" ><\/div>","protected":false},"excerpt":{"rendered":"<p>As work goes, it was a pretty typical shift for Johnny. An Amazon delivery driver, today\u2019s route took his small cargo van through the wooded hills of Big Bear Lake,&hellip;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[177,3841,3842,1367,3936],"tags":[],"class_list":["post-6345","post","type-post","status-publish","format-standard","hentry","category-artificial-intelligence","category-ethics","category-future-society","category-jeff-bezos","category-the-industrialists"],"_links":{"self":[{"href":"https:\/\/musictechohio.online\/site\/wp-json\/wp\/v2\/posts\/6345","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/musictechohio.online\/site\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/musictechohio.online\/site\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/musictechohio.online\/site\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/musictechohio.online\/site\/wp-json\/wp\/v2\/comments?post=6345"}],"version-history":[{"count":0,"href":"https:\/\/musictechohio.online\/site\/wp-json\/wp\/v2\/posts\/6345\/revisions"}],"wp:attachment":[{"href":"https:\/\/musictechohio.online\/site\/wp-json\/wp\/v2\/media?parent=6345"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/musictechohio.online\/site\/wp-json\/wp\/v2\/categories?post=6345"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/musictechohio.online\/site\/wp-json\/wp\/v2\/tags?post=6345"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}