{"id":1599,"date":"2025-07-26T14:43:59","date_gmt":"2025-07-26T14:43:59","guid":{"rendered":"https:\/\/eautomobiliai.lt\/index.php\/2025\/07\/26\/36-cars-216-crashes-with-tesla-on-top\/"},"modified":"2025-07-26T14:43:59","modified_gmt":"2025-07-26T14:43:59","slug":"36-cars-216-crashes-with-tesla-on-top","status":"publish","type":"post","link":"https:\/\/eautomobiliai.lt\/index.php\/2025\/07\/26\/36-cars-216-crashes-with-tesla-on-top\/","title":{"rendered":"36 cars, 216 crashes, with Tesla on top"},"content":{"rendered":"<p> <br \/>\n<\/p>\n<div>\n<figure class=\"img-border featured-image\">\n\t<\/figure>\n<p>Chinese media outlet Dongchedi closed down a real highway for a multi-day test of 36 different car driver assist systems in complicated, dangerous real-world driving situations, and most came up severely lacking \u2013 though Tesla escaped the tests relatively unscathed.<\/p>\n<p><span id=\"more-426762\"\/><\/p>\n<p>Over the years, we\u2019ve seen our fair share of crash tests, often conducted in labs to detect the severity of a crash and the probability of injury to occupants. These tests focus on how well a car\u2019s physical crash structures protect occupants, and occasionally other road-users, in the event of a crash.<\/p>\n<p>Then there are \u201creal-world\u201d tests, like the famous \u201cmoose test\u201d where a driver has to do a rapid direction change to avoid an intruding object in the road, testing vehicle dynamics and whether a car is able to handle quick changes in direction at high speed without rolling over.<\/p>\n<p>More recently, crash tests have started to incorporate systems like Automatic Emergency Braking (AEB), which is intended to apply the brakes when a crash is imminent to reduce severity of the crash, or even more recently, advanced driver aids collectively known as Advanced Driver Assist Systems or ADAS.<\/p>\n<p>\t<span class=\"outbrain-ad-label\">Advertisement &#8211; scroll for more content<\/span><\/p>\n<p>You\u2019ve likely heard of these ADAS systems before, usually offered and branded by individual automakers, like Tesla\u2019s Full Self-Driving, BYD\u2019s God\u2019s Eye, or Mercedes\u2019 Drive Pilot. They\u2019re not <em>actually<\/em> self-driving (well, Drive Pilot can drive you in certain circumstances, and Tesla says unsupervised FSD is Coming This Time Next Year\u2122\u2026 for about the tenth year running), but they can fully control the vehicle on highways.<\/p>\n<p>All of these fit under a common umbrella of SAE Level 2 systems that are meant to take <em>some<\/em> of the responsibilities of driving away from a human driver and let a computer handle them. This can help reduce driving fatigue, but more importantly, <em>could<\/em> also lead to safer driving as computers don\u2019t lose attention or get tired and can theoretically make decisions much faster than a human could \u2013 or at least, that\u2019s what auto industry marketing would like you to believe.<\/p>\n<p>Despite the theoretical superiority of these computer systems, in the real world, anyone who has had experience with them knows that they can be strangely indecisive, and will often make different decisions even when encountering the same situation multiple times. That applies to these level 2 systems, and also to true self-driving systems like Waymo\u2019s level 4 system.<\/p>\n<p>Even if you haven\u2019t driven in one, you\u2019re probably skeptical. By now, we\u2019ve all seen the Tesla Robotaxi fail videos, and heard about Autopilot deaths (including ones that get wrongly credited to Autopilot despite just being pedal confusion).<\/p>\n<p>We\u2019ve also seen that Tesla Wile E. Coyote video, where American Youtuber Mark Rober tested Tesla\u2019s vision-only approach versus the vision+LiDAR approach \u2013 the latter of which most professionals agree is a more robust solution.<\/p>\n<p>But there have been some real tests missing, among all this: a real-world, on-highway comparative test of several brands of car, in various complicated but plausible situations, with other cars driving around nearby, with full ADAS system activation, by an independent source.<\/p>\n<p>Well, in comes Dongchedi with a test that beats the scale of any we\u2019ve seen yet, which it posted on its youtube channel, DCARSTUDIO.<\/p>\n<figure class=\"wp-block-embed alignwide is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\">\n<p>\n<iframe loading=\"lazy\" title=\"216\u6b21\u78b0\u649e 36\u8f66\u5c01\u95ed\u9ad8\u901f\u8def \u751f\u8fd8\u7387\u4ec5\u6709?% 36 Cars, 216 Crashes Closed Highway ADAS Test! ?% Survival\uff01\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/0xumyEf-WRI?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/p>\n<\/figure>\n<p>It\u2019s in the form of a 92-minute video, only available in Chinese language (with English subtitles), where DCAR ran 36 separate cars available in China through six different situations to see how ADAS performed. It\u2019s a great video that merits a watch, even though the language barrier and length may be a tough sell.<\/p>\n<p>And, spoiler alert: things didn\u2019t go all that well for most of the cars tested.<\/p>\n<p>The six tests went as follows, and most included other active vehicles nearby to increase complexity and realism:<\/p>\n<ol class=\"wp-block-list\">\n<li>A situation where you are following a lead vehicle, and the lead vehicle suddenly darts out of lane into another lane, revealing a stopped car in front of you, with traffic on your left restricting your ability to swerve\/merge.<\/li>\n<li>A temporary construction zone in your lane, with short lead-up, requiring a merge.<\/li>\n<li>A construction zone forcing a merge, but a stationary truck parked on the shoulder, partially intruding into the active lane, at night.<\/li>\n<li>A stationary car with lights off, parked across two lanes, simulating a recently-crashed vehicle, at night.<\/li>\n<li>A vehicle joining the highway from an on-ramp and aggressively merging across lanes into the left lane in front of you, with no ability to avoid to the left due to guardrails.<\/li>\n<li>A boar darting across the highway.<\/li>\n<\/ol>\n<p>Each test is a clearly difficult situation, and one which has led to many accidents in real life with human drivers. And each is plausible, and I would even hazard to say that most of us have seen a situation similar to one of these with our own eyes while driving (even beyond the simple construction zone test).<\/p>\n<p>But if ADAS is supposed to be better and faster than humans, it should be able to handle these challenges, right? That is, after all, how many people use these systems, and how automakers market them (which is currently subject to legal action in California).<\/p>\n<figure class=\"wp-block-image alignwide size-large\"><img loading=\"lazy\" decoding=\"async\" height=\"530\" width=\"1024\" src=\"https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/su7crash.jpg?quality=82&amp;strip=all&amp;w=1024\" alt=\"\" class=\"wp-image-426777\" srcset=\"https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/su7crash.jpg 5016w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/su7crash.jpg?resize=150,78 150w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/su7crash.jpg?resize=300,155 300w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/su7crash.jpg?resize=768,398 768w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/su7crash.jpg?resize=1024,530 1024w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/su7crash.jpg?resize=1536,796 1536w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/su7crash.jpg?resize=2048,1061 2048w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/su7crash.jpg?resize=350,181 350w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/su7crash.jpg?resize=140,73 140w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/su7crash.jpg?resize=1600,829 1600w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"\/><figcaption class=\"wp-element-caption\">The Xiaomi SU7 reacted quickly in test 1, then let off the brakes, then hit them again, but couldn\u2019t avoid a crash<\/figcaption><\/figure>\n<p>What makes this test different than others that we\u2019ve seen (for example, the Mark Rober video) is that it happened on an actual public highway. Some automakers restrict certain ADAS features to public roads, or specifically to public highways, which are well-marked and thus less likely to offer unpredictable situations to systems that are still not ready to brave chaotic city roads. Doing the test on an actual highway means that these systems can run at their full potential.<\/p>\n<p>In each of the tests, a majority of the cars either failed miserably or only did so-so. It almost seemed at first like the tests were configured deliberately to be impossible by the ADAS systems \u2013 but in each test, a few cars ended up being able to avoid any accident, a few managed to reduce the accident to a minor and survivable collision, and sometimes a few even seemed to behave like a human would, stopping and then creeping around the obstacle in question in as safe a manner as they could.<\/p>\n<figure class=\"wp-block-image alignwide size-large\"><img loading=\"lazy\" decoding=\"async\" height=\"545\" width=\"1024\" src=\"https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/boardamage.jpg?quality=82&amp;strip=all&amp;w=1024\" alt=\"\" class=\"wp-image-426772\" srcset=\"https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/boardamage.jpg 5018w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/boardamage.jpg?resize=150,80 150w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/boardamage.jpg?resize=300,160 300w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/boardamage.jpg?resize=768,409 768w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/boardamage.jpg?resize=1024,545 1024w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/boardamage.jpg?resize=1536,817 1536w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/boardamage.jpg?resize=2048,1090 2048w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/boardamage.jpg?resize=350,186 350w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/boardamage.jpg?resize=140,74 140w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/boardamage.jpg?resize=1600,851 1600w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"\/><figcaption class=\"wp-element-caption\">Several cars were damaged, with the Mercedes losing its radar sensor on the boar test<\/figcaption><\/figure>\n<p>Not all vehicles did all six tests, some due to damage that made it impossible for them to continue (e.g. the Mercedes C-Class broke its radar sensor on the boar test), and some because DCAR trimmed the field down to the best-performing vehicle of each brand for some of the more difficult tests, like the aggressive merging test. So, 216 crashes might be a little poetic license on DCAR\u2019s part, but maybe they just didn\u2019t want to spoil the results in the title.<\/p>\n<p>Some vehicles also showed weirdly conflicting behavior between performance of the AEB and ADAS systems. Cars which DCAR had previously tested and given a passing grade due to their AEB performance seemed to do <em>worse<\/em> on ADAS than otherwise. For example, there was a moment when the Xiaomi SU7 indicated it was activating AEB during test 1, but then stopped decelerating for a few moments, then started to decelerate again but was unable to avoid a crash.<\/p>\n<figure class=\"wp-block-image alignwide size-large\"><img loading=\"lazy\" decoding=\"async\" height=\"447\" width=\"1024\" src=\"https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/teslamodelxconstructionzone.jpg?quality=82&amp;strip=all&amp;w=1024\" alt=\"\" class=\"wp-image-426776\" srcset=\"https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/teslamodelxconstructionzone.jpg 5038w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/teslamodelxconstructionzone.jpg?resize=150,65 150w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/teslamodelxconstructionzone.jpg?resize=300,131 300w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/teslamodelxconstructionzone.jpg?resize=768,335 768w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/teslamodelxconstructionzone.jpg?resize=1024,447 1024w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/teslamodelxconstructionzone.jpg?resize=1536,670 1536w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/teslamodelxconstructionzone.jpg?resize=2048,894 2048w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/teslamodelxconstructionzone.jpg?resize=350,153 350w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/teslamodelxconstructionzone.jpg?resize=140,61 140w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/teslamodelxconstructionzone.jpg?resize=1600,698 1600w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"\/><figcaption class=\"wp-element-caption\">The only test the Model X failed was the construction zone test<\/figcaption><\/figure>\n<p>And another interesting pattern that revealed itself was that many of the systems tried to swerve first, and only after that would hit the brakes, to try to avoid crashing into an object ahead of them in the lane. Swerving is often a less-safe behavior, at least in the situations tested on crowded highways, because swerving can spread an incident to other lanes, and because you don\u2019t always know what\u2019s right beside you at all times, given you only have two eyes on a swivel.<\/p>\n<p>ADAS systems theoretically don\u2019t have this disadvantage, since they can have cameras and sensors all around the car.<\/p>\n<p>And yet, despite having those sensors and knowing there was no space to move to the side into neighboring vehicles, quite often the cars would try to swerve into a side lane, making those cars have to take evasive action even if they were close to the median, and only after creating a more dangerous situation would they return back to their lane, attempt to brake, and be unable to do so because of the time spent swerving and unsettling the car\u2019s mass, time which could have been better spent slowing the vehicle to avoid or minimize the severity of a collision. These systems which are supposed to think much faster than a human showed the same potentially fatal indecision that so many human drivers show.<\/p>\n<p>Of course, the best way to avoid all of this is just to leave more space between yourself and the car ahead. DCAR\u2019s test driver often mentioned that the vehicles seemed to be following far too close before these accidents happened.<\/p>\n<figure class=\"wp-block-image alignwide size-large\"><img loading=\"lazy\" decoding=\"async\" height=\"576\" width=\"1024\" src=\"https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/fourcarscrashing.jpg?quality=82&amp;strip=all&amp;w=1024\" alt=\"\" class=\"wp-image-426793\" srcset=\"https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/fourcarscrashing.jpg 5032w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/fourcarscrashing.jpg?resize=150,84 150w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/fourcarscrashing.jpg?resize=300,169 300w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/fourcarscrashing.jpg?resize=768,432 768w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/fourcarscrashing.jpg?resize=1024,576 1024w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/fourcarscrashing.jpg?resize=1536,864 1536w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/fourcarscrashing.jpg?resize=2048,1153 2048w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/fourcarscrashing.jpg?resize=350,197 350w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/fourcarscrashing.jpg?resize=140,79 140w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/fourcarscrashing.jpg?resize=1600,900 1600w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"\/><figcaption class=\"wp-element-caption\">This is what happens when you swerve instead of braking: you don\u2019t have enough time to slow down, and you hit the car in front of you.<\/figcaption><\/figure>\n<p>In the end, across all of the tests, Tesla came out on top, with both the Model 3 and Model X passing 5\/6 tests. But they failed different tests \u2013 with the Model X driving into a well-marked construction zone and the Model 3 recognizing but not slowing fast enough to avoid the boar (only one vehicle avoided the boar: the Model X).<\/p>\n<p>This is an interesting result, because Tesla has a vision-only system, using cameras and no other sensors. The cars were equipped with a variety of systems, some vision-only and some also including LiDAR and radar. The LiDAR systems should have had the advantage during nighttime, though none of the tests happened in inclement weather (heavy rain and fog), which is where LiDAR really shines.<\/p>\n<figure class=\"wp-block-image alignwide size-large\"><img loading=\"lazy\" decoding=\"async\" height=\"531\" width=\"1024\" src=\"https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/leapmotor-c10-hitting-truck.jpg?quality=82&amp;strip=all&amp;w=1024\" alt=\"\" class=\"wp-image-426775\" srcset=\"https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/leapmotor-c10-hitting-truck.jpg 5062w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/leapmotor-c10-hitting-truck.jpg?resize=150,78 150w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/leapmotor-c10-hitting-truck.jpg?resize=300,156 300w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/leapmotor-c10-hitting-truck.jpg?resize=768,398 768w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/leapmotor-c10-hitting-truck.jpg?resize=1024,531 1024w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/leapmotor-c10-hitting-truck.jpg?resize=1536,797 1536w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/leapmotor-c10-hitting-truck.jpg?resize=2048,1062 2048w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/leapmotor-c10-hitting-truck.jpg?resize=350,182 350w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/leapmotor-c10-hitting-truck.jpg?resize=140,73 140w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/leapmotor-c10-hitting-truck.jpg?resize=1600,830 1600w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"\/><figcaption class=\"wp-element-caption\">Lidar did not save the Leapmotor C10 from driving right into the back of a truck at night<\/figcaption><\/figure>\n<p>But Tesla also has more experience offering driver-assist systems than the other brands. Tesla has been offering some form of driver assist since 2014, which is well before many of these companies even existed. That, along with the millions of miles of data collected from its vehicle fleet, surely helped Tesla get its crown in these tests.<\/p>\n<p>But despite Tesla\u2019s high performance, there is still a worrying pattern among the tests \u2013 even Tesla\u2019s. Because, strangely, even cars within the same brand showed wildly differing results on the same tests.<\/p>\n<figure class=\"wp-block-image alignwide size-large\"><img loading=\"lazy\" decoding=\"async\" height=\"507\" width=\"1024\" src=\"https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/teslapassingtest.jpg?quality=82&amp;strip=all&amp;w=1024\" alt=\"\" class=\"wp-image-426773\" srcset=\"https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/teslapassingtest.jpg 5090w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/teslapassingtest.jpg?resize=150,74 150w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/teslapassingtest.jpg?resize=300,149 300w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/teslapassingtest.jpg?resize=768,380 768w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/teslapassingtest.jpg?resize=1024,507 1024w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/teslapassingtest.jpg?resize=1536,760 1536w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/teslapassingtest.jpg?resize=2048,1014 2048w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/teslapassingtest.jpg?resize=350,173 350w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/teslapassingtest.jpg?resize=140,69 140w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/teslapassingtest.jpg?resize=1600,792 1600w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/teslapassingtest.jpg?resize=290,145 290w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"\/><figcaption class=\"wp-element-caption\">The Tesla Model 3 passed the aggressive merge test<\/figcaption><\/figure>\n<p>For example, the top-range Aito M9 passed 3\/6 tests, but the next step down, the M8, passed 1\/6 tests. The lower-end Aito, the M7, passed 2\/5 tests, faring better than the M8. The Aito M9 has the most sophisticated system the brand offers, but still failed the construction truck test, while the M7 passed it. DCAR compiled the results into tables in the video, but they\u2019re all in Chinese \u2013 so CarNewsChina helpfully compiled a table in English text form.<\/p>\n<p>And as mentioned above, the Teslas each failed a different test, despite having the same systems installed. It\u2019s possible that they could have been on different versions of FSD, but each individual update usually doesn\u2019t make that much difference in capability.<\/p>\n<p>This inconsistency doesn\u2019t inspire confidence \u2013 given systems showed wildly differing results in the same situation, it makes one think that some of the systems might have just had a good or bad day, and that a future test could flip the results completely. The problem is, we don\u2019t <em>know<\/em> exactly what went wrong, because we can\u2019t examine the rules in the code that led to these decisions\u2026 because there <em>is<\/em> no ruleset behind the machine learning models used by ADAS systems these days.<\/p>\n<figure class=\"wp-block-image alignwide size-large\"><img loading=\"lazy\" decoding=\"async\" height=\"630\" width=\"1024\" src=\"https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/flyingboar.jpg?quality=82&amp;strip=all&amp;w=1024\" alt=\"\" class=\"wp-image-426771\" srcset=\"https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/flyingboar.jpg 3882w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/flyingboar.jpg?resize=150,92 150w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/flyingboar.jpg?resize=300,185 300w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/flyingboar.jpg?resize=768,473 768w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/flyingboar.jpg?resize=1024,630 1024w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/flyingboar.jpg?resize=1536,946 1536w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/flyingboar.jpg?resize=2048,1261 2048w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/flyingboar.jpg?resize=350,215 350w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/flyingboar.jpg?resize=140,86 140w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/flyingboar.jpg?resize=1600,985 1600w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"\/><figcaption class=\"wp-element-caption\">Every car except the Model X failed to avoid the boar, though a few cars slowed enough for a minor collision<\/figcaption><\/figure>\n<p>In the video, DCAR interviewed Lu Guang Quan, from the Beijing University of Aeronautics and Astronautics, who pointed out this behavior as a concern with today\u2019s ADAS systems. Since so many of them use machine learning to learn the rules of driving, when mistakes happen it\u2019s impossible to figure out what rule in the computer\u2019s programming might have led to the error.<\/p>\n<p>\u201cA learning model is just collecting experience. It knows how to drive but not why,\u201d said Lu. \u201cThese so-called \u2018long tail scenarios\u2019 barely ever happen, but the risk is sky high. You won\u2019t find them in any training dataset. The systems straight up haven\u2019t learned this stuff.\u201d<\/p>\n<p>Lu said that \u201crule based models would provide stronger failsafes,\u201d because then it would be possible to correct errors in the code, rather than the black box that machine learning models currently offer.<\/p>\n<figure class=\"wp-block-image alignwide size-large\"><img loading=\"lazy\" decoding=\"async\" height=\"561\" width=\"1024\" src=\"https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/nightcrashedcar.jpg?quality=82&amp;strip=all&amp;w=1024\" alt=\"\" class=\"wp-image-426774\" srcset=\"https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/nightcrashedcar.jpg 5056w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/nightcrashedcar.jpg?resize=150,82 150w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/nightcrashedcar.jpg?resize=300,164 300w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/nightcrashedcar.jpg?resize=768,420 768w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/nightcrashedcar.jpg?resize=1024,561 1024w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/nightcrashedcar.jpg?resize=1536,841 1536w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/nightcrashedcar.jpg?resize=2048,1121 2048w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/nightcrashedcar.jpg?resize=350,192 350w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/nightcrashedcar.jpg?resize=140,77 140w, https:\/\/electrek.co\/wp-content\/uploads\/sites\/3\/2025\/07\/nightcrashedcar.jpg?resize=1600,876 1600w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\"\/><figcaption class=\"wp-element-caption\">Many cars failed the nighttime \u201ccrashed car in middle of road\u201d simulation<\/figcaption><\/figure>\n<p>Given the results of its tests, DCAR concludes the video by saying \u201cWe hope everyone takes a rational look at this. These highway crash recreations show the limits of ADAS. Given their current capabilities, they cannot support full hands-free or feet-free driving. No matter what marketing claims, we should treat ADAS only as a safety assist. Human driving must remain primary. ADAS only helps reduce your driving fatigue. That 1% risk, once it happens, it can lead to 100% casualties.\u201d<\/p>\n<p>So we at <em>Electrek <\/em>also hope this is a reminder to everyone who has gotten comfortable with using these systems routinely. Not only is there still a lot they can\u2019t do, but even if your car does show it\u2019s capable of handling a situation once, there\u2019s always a chance it might do something different the next time around. So keep your eyes on the road \u2013 and don\u2019t just leave it to God\u2019s Eye to watch what\u2019s going on.<\/p>\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n<p><em>The 30% federal solar tax credit is ending this year. If you\u2019ve ever considered going solar, now\u2019s the time to act. To make sure you find a trusted, reliable solar installer near you that offers competitive pricing, check out\u00a0<\/em><em>EnergySage<\/em><em>, a free service that makes it easy for you to go solar. It has hundreds of pre-vetted solar installers competing for your business, ensuring you get high-quality solutions and save 20-30% compared to going it alone. Plus, it\u2019s free to use, and you won\u2019t get sales calls until you select an installer and share your phone number with them.<\/em><\/p>\n<p><em>Your personalized solar quotes are easy to compare online and you\u2019ll get access to unbiased Energy Advisors to help you every step of the way.\u00a0<\/em><em>Get started here<\/em><em>.<\/em><\/p>\n<div class=\"ad-disclaimer-container\">\n<p class=\"disclaimer-affiliate\"><em>FTC: We use income earning auto affiliate links.<\/em> More.<\/p>\n<p><!-- post ad --><\/div>\n<\/p><\/div>\n<p><br \/>\n<br \/><a href=\"https:\/\/electrek.co\/2025\/07\/26\/a-chinese-real-world-self-driving-test-36-cars-216-crashes-with-tesla-on-top\/\">Source link <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Chinese media outlet Dongchedi closed down a real highway for a multi-day test of 36 different car driver assist systems&hellip;<\/p>\n","protected":false},"author":1,"featured_media":1600,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[8],"tags":[3075,3076,14,3077],"class_list":["post-1599","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-elektriniai-automobiliai","tag-cars","tag-crashes","tag-tesla","tag-top"],"aioseo_notices":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.8 - 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