Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82

Deprecated: strpos(): Non-string needles will be interpreted as strings in the future. Use an explicit chr() call to preserve the current behavior in /www/wwwroot/4-17ll.com/label.php on line 82
渺渺上课被捅了一节课 - 从平凡到卓越的成长之路
随机图片

渺渺上课被捅了一节课 - 从平凡到卓越的成长之路

更新时间: 浏览次数: 597

400电话:123456(点击咨询)
渺渺上课被捅了一节课 - 从平凡到卓越的成长之路各观看免费《今日汇总》
渺渺上课被捅了一节课 - 从平凡到卓越的成长之路各热线观看免费2025已更新(2025已更新)








渺渺上课被捅了一节课 - 从平凡到卓越的成长之路观看免费电话:(1)123456(点击咨询)(2)123456(点击咨询)








渺渺上课被捅了一节课 - 从平凡到卓越的成长之路观看免费热线(1)123456(点击咨询)(2)123456(点击咨询)




渺渺上课被捅了一节课 - 从平凡到卓越的成长之路各区点热线观看免费《今日发布》
Random Image 渺渺上课被捅了一节课 - 从平凡到卓越的成长之路电话








7天观看免费人工电话为您、渺渺上课被捅了一节课 - 从平凡到卓越的成长之路团队在调度中心的统筹调配下,线下专业及各地区人员团队等专属,整个报修流程规范有序,后期同步跟踪查询公开透明。








所有团队均经过专业培训、持证上岗,所用产品配件均为原厂直供,








渺渺上课被捅了一节课 - 从平凡到卓越的成长之路各观看免费《今日汇总》2025已更新(今日/推荐)








渺渺上课被捅了一节课 - 从平凡到卓越的成长之路电话区域:








邵阳市(武冈市、绥宁县、新宁县、城步苗族自治县、双清区、北塔区、大祥区、邵东市、邵阳县、隆回县、洞口县、新邵县)








商丘市(梁园区、夏邑县、柘城县、宁陵县、睢阳区、永城市、睢县、民权县、虞城县)








石嘴山市(惠农区、大武口区、平罗县)








和田地区(和田县、和田市、墨玉县、洛浦县、皮山县、策勒县、于田县、民丰县)  荆门市(东宝区、京山市、沙洋县、钟祥市、掇刀区)








黑河市(北安市、孙吴县、爱辉区、逊克县、五大连池市、嫩江市)








巴彦淖尔市(乌拉特中旗、乌拉特前旗、杭锦后旗、乌拉特后旗、五原县、磴口县、临河区)








信阳市(息县、商城县、平桥区、新县、淮滨县、固始县、潢川县、浉河区、光山县、罗山县)








文山壮族苗族自治州(马关县、砚山县、丘北县、广南县、麻栗坡县、富宁县、文山市、西畴县)  景德镇市(珠山区、浮梁县、昌江区、乐平市)








玉林市(陆川县、兴业县、容县、北流市、博白县、福绵区、玉州区)








昌吉回族自治州(木垒哈萨克自治县、阜康市、玛纳斯县、吉木萨尔县、奇台县、呼图壁县、昌吉市)








海南藏族自治州(贵德县、贵南县、兴海县、同德县、共和县)








郑州市(新密市、管城回族区、上街区、荥阳市、中牟县、二七区、金水区、巩义市、登封市、惠济区、新郑市、中原区)








淮北市(濉溪县、烈山区、杜集区、相山区)








宿州市(萧县、砀山县、埇桥区、灵璧县、泗县)








无锡市(滨湖区、新吴区、惠山区、江阴市、锡山区、宜兴市、梁溪区)








梧州市(万秀区、藤县、长洲区、苍梧县、蒙山县、岑溪市、龙圩区)








漳州市(龙文区、南靖县、长泰区、龙海区、华安县、漳浦县、芗城区、东山县、云霄县、平和县、诏安县)








西安市(周至县、莲湖区、长安区、阎良区、碑林区、新城区、灞桥区、未央区、高陵区、蓝田县、临潼区、雁塔区、鄠邑区)








楚雄彝族自治州(南华县、元谋县、大姚县、永仁县、禄丰市、双柏县、楚雄市、武定县、姚安县、牟定县)








常德市(临澧县、石门县、津市市、安乡县、汉寿县、桃源县、澧县、鼎城区、武陵区)








昆明市(嵩明县、五华区、晋宁区、呈贡区、东川区、宜良县、安宁市、盘龙区、禄劝彝族苗族自治县、寻甸回族彝族自治县、富民县、官渡区、西山区、石林彝族自治县)








珠海市(香洲区、金湾区、斗门区)








三亚市(海棠区、吉阳区、崖州区、天涯区)








苏州市(吴中区、姑苏区、太仓市、常熟市、相城区、吴江区、昆山市、虎丘区、张家港市)








赣州市(于都县、兴国县、定南县、寻乌县、宁都县、崇义县、上犹县、全南县、会昌县、大余县、信丰县、石城县、龙南市、章贡区、安远县、南康区、赣县区、瑞金市)








鹤壁市(淇滨区、鹤山区、淇县、浚县、山城区)








泸州市(叙永县、合江县、纳溪区、古蔺县、江阳区、泸县、龙马潭区)
400电话:123456(点击咨询)
渺渺上课被捅了一节课 - 从平凡到卓越的成长之路各观看免费《今日汇总》《今日发布》
渺渺上课被捅了一节课 - 从平凡到卓越的成长之路各观看免费《今日汇总》(2025已更新)








渺渺上课被捅了一节课 - 从平凡到卓越的成长之路观看免费电话:(1)123456(点击咨询)(2)123456(点击咨询)








渺渺上课被捅了一节课 - 从平凡到卓越的成长之路观看免费热线(1)123456(点击咨询)(2)123456(点击咨询)




渺渺上课被捅了一节课 - 从平凡到卓越的成长之路各观看免费《今日汇总》【2025已更新列表】
渺渺上课被捅了一节课 - 从平凡到卓越的成长之路电话








7天观看免费人工电话为您、渺渺上课被捅了一节课 - 从平凡到卓越的成长之路团队在调度中心的统筹调配下,线下专业及各地区人员团队等专属,整个报修流程规范有序,后期同步跟踪查询公开透明。








所有团队均经过专业培训、持证上岗,所用产品配件均为原厂直供,








渺渺上课被捅了一节课 - 从平凡到卓越的成长之路中心2025已更新(今日/推荐)








渺渺上课被捅了一节课 - 从平凡到卓越的成长之路电话区域:








滨州市(邹平市、无棣县、阳信县、博兴县、滨城区、惠民县、沾化区)








株洲市(渌口区、攸县、茶陵县、天元区、醴陵市、荷塘区、芦淞区、石峰区、炎陵县)








泉州市(泉港区、金门县、洛江区、德化县、晋江市、南安市、丰泽区、鲤城区、惠安县、永春县、石狮市、安溪县)








泰安市(东平县、岱岳区、宁阳县、泰山区、新泰市、肥城市)  阿拉善盟(阿拉善右旗、额济纳旗、阿拉善左旗)








福州市(马尾区、罗源县、福清市、长乐区、鼓楼区、台江区、平潭县、晋安区、连江县、永泰县、闽侯县、闽清县、仓山区)








宜春市(樟树市、上高县、宜丰县、靖安县、万载县、铜鼓县、奉新县、袁州区、丰城市、高安市)








乌兰察布市(兴和县、商都县、四子王旗、化德县、凉城县、察哈尔右翼中旗、丰镇市、察哈尔右翼后旗、察哈尔右翼前旗、卓资县、集宁区)娄底市(涟源市、双峰县、冷水江市、新化县、娄星区)








大连市(长海县、中山区、甘井子区、瓦房店市、沙河口区、庄河市、金州区、普兰店区、西岗区、旅顺口区)  开封市(祥符区、尉氏县、杞县、龙亭区、鼓楼区、通许县、顺河回族区、兰考县、禹王台区)








甘孜藏族自治州(泸定县、康定市、石渠县、炉霍县、九龙县、雅江县、德格县、白玉县、理塘县、得荣县、丹巴县、巴塘县、稻城县、道孚县、色达县、甘孜县、乡城县、新龙县)








临汾市(古县、翼城县、曲沃县、乡宁县、安泽县、襄汾县、永和县、吉县、尧都区、霍州市、蒲县、浮山县、侯马市、汾西县、洪洞县、隰县、大宁县)








枣庄市(台儿庄区、山亭区、市中区、峄城区、薛城区、滕州市)孝感市(安陆市、汉川市、孝南区、云梦县、应城市、孝昌县、大悟县)








乌海市(海南区、乌达区、海勃湾区)








铜仁市(思南县、印江土家族苗族自治县、石阡县、碧江区、万山区、沿河土家族自治县、德江县、玉屏侗族自治县、松桃苗族自治县、江口县)








澳门特别行政区








郴州市(汝城县、嘉禾县、临武县、北湖区、桂东县、永兴县、桂阳县、资兴市、宜章县、安仁县、苏仙区)








黄南藏族自治州(同仁市、河南蒙古族自治县、泽库县、尖扎县)








三沙市(西沙区、南沙区)








吕梁市(汾阳市、石楼县、临县、离石区、交口县、兴县、柳林县、方山县、岚县、文水县、中阳县、孝义市、交城县)








张掖市(民乐县、肃南裕固族自治县、高台县、山丹县、临泽县、甘州区)








普洱市(墨江哈尼族自治县、宁洱哈尼族彝族自治县、江城哈尼族彝族自治县、景谷傣族彝族自治县、澜沧拉祜族自治县、景东彝族自治县、西盟佤族自治县、孟连傣族拉祜族佤族自治县、思茅区、镇沅彝族哈尼族拉祜族自治县)








晋中市(榆社县、榆次区、灵石县、祁县、和顺县、昔阳县、太谷区、介休市、平遥县、左权县、寿阳县)








焦作市(武陟县、孟州市、马村区、解放区、修武县、中站区、山阳区、温县、博爱县、沁阳市)








许昌市(魏都区、鄢陵县、建安区、长葛市、襄城县、禹州市)








通辽市(科尔沁左翼后旗、霍林郭勒市、科尔沁左翼中旗、奈曼旗、库伦旗、扎鲁特旗、开鲁县、科尔沁区)








资阳市(雁江区、安岳县、乐至县)








沧州市(献县、东光县、盐山县、吴桥县、南皮县、黄骅市、运河区、河间市、肃宁县、新华区、海兴县、孟村回族自治县、青县、任丘市、泊头市、沧县)








宝鸡市(麟游县、扶风县、金台区、眉县、太白县、陈仓区、千阳县、岐山县、渭滨区、凤县、陇县、凤翔区)

作者/  IT时报记者 王昕

编辑/ 王昕 孙妍

4月13日沈阳车展上,一辆黑色问界M7Pro突然从展位上冲出,造成一人受伤、4台展车受损,离奇的事故画面在互联网上立刻引发了病毒式传播。再联想起前些日子的“小米汽车事件”,让我这个坚定的“技术至上派”也动摇了,智能技术在汽车行业的应用,到底多久才能到达那个完全无人驾驶的乌托邦。

我一直坚信,未来无人驾驶汽车的安全性会远超当前的人类驾驶员,道路事故率会因此大大降低。当技术演绎到极致,超强的传感器和雷达可以捕捉到哪怕一只飞过的苍蝇和蚊子,甚至车子硬是想要撞人,都将是一件很难的事情……

全自动无人驾驶是智能驾驶技术演进的美妙终局。

在《汽车驾驶自动化分级(GB/T40429-2021)》国家标准中,对L5级完全自动驾驶的核心定义是:完全无人驾驶,能够在任何可行驶条件下自主执行所有动态驾驶任务,并超越人类驾驶员的能力。同时,系统能够在所有驾驶环境下安全运行,用户不再需要参与任何驾驶决策,系统完全代替人类驾驶员。

那么全自动驾驶何时才能实现呢?当前,华为、小鹏、蔚来、理想、岚图等主流车企均宣布年内推出具备L3级功能的车型。北汽、广汽、小鹏等则均宣布将于近两年内推出L4级别自动驾驶汽车。

至于智驾进化的“终点”,“激进派”马斯克称,再等2个月就行了!特斯拉将于2025年6月在美国奥斯汀推出无监管全自动驾驶技术(FSD)。除了这个“疯子”以外,大多数行业机构和专家的预测都认为,我国实现完全自动驾驶商用的时间会在2030年前后。

当人类在汽车上堆积出越来越高的技术浓度时,从大量智驾用户的使用体验来看,至少看上去,我们离完全自动驾驶已经很近,在绝大部分场景中,主流智驾平台的表现都可圈可点。但从99%到100%的那层窗户纸要远比想象中更难捅破,人类司机的驾驶意图和一些潜移默化的习惯模式常常是技术模仿不来的。

波士顿咨询曾在一份报告中指出,智能驾驶是“自汽车发明以来影响最为深远的技术”,智能汽车未来可以减少90%的道路交通事故,但就目前来说,智驾并非完全如想象中那么可靠。

当前,智驾技术还在轰轰烈烈地演进。2024年,车企和供应商集体卷入了一场狂热的“端到端”智驾竞赛。“端到端”就是将所有传感器数据以及动力、地图信息等输入车端模型,然后输出更优的驾驶轨迹。其特点是,上限高、下限低,在常规场景下,它能够从容驾驶,提供近乎完美的驾驶体验,但在非常规极端场景下,这种从容很可能变成冒失,并带来巨大安全风险。

触目惊心的安全事故,已经让业界意识到“端到端”的局限性,如鲁棒性(系统稳定性)差等,并开始研究多模态大模型的应用。例如,由视觉语言多模态大模型充当驾驶决策的“大脑”,让智驾越来越类人,越来越从感知到认知。

有专家认为,可以通过搭建极强大的训练模型虚拟环境,即“世界模型”(WorldModel,指智能体对现实环境的内部模拟和预测能力),能确保车辆不再发生由系统错误产生的问题和事故。

但即便算法、算力和数据三大要素齐聚,自动驾驶向终极彼岸的演进难度大到足以让从业者痛苦绝望。

过去,人类为自己的驾驶行为负责;未来,技术为人类的行车安全担责。人类驾驶员为自己的酒驾、瞌睡、莽撞承担责任,技术如何为自己的过热、死机、卡顿辩解呢?更深一层的诘问是,技术真的可以为人类担责吗?在法律上,到底谁来为技术背书?这背后是技术、法律、伦理的巨大挑战,许许多多问题目前尚无定论。

2024年7月20日,全球经历了黑暗的一天。航空公司、医院、零售商以及其他各类企业纷纷停摆。航班取消、医院系统瘫痪、银行客户无法交易,而这一切都只是因为——微软宕机了。

Windows操作系统是一个已经运行了40年、超级成熟的数字系统,历经无数次迭代、升级、优化、完善,但其依然会宕机。这是不是意味着,即便再成熟的智驾系统也客观存在宕机的可能性,由于车联网的存在,其潜在风险远远不局限于某一辆车,一个小问题、漏洞都可能引发连锁反应,后果不堪设想。

“伤不起”是智驾系统的命门。全球应用最广泛和成熟的Windows系统至今仍可能“蓝屏”,但智驾系统一秒钟都不能“开小差”。

同时,智驾系统的本质是数字设备。现在所有运行中的数字设备都无法回避性能、可靠性、老化等问题,手机、PC时间用久了,性能会变差,也就是说安全性相应变差,自打新车买回家的那一刻起,智驾系统的性能和可靠性就开始持续老化,这可不是运行两遍“手机加速”“电脑加速”那么简单的事,智驾系统的任何不确定性都人命关天。

当前我们越来越依赖计算机和网络服务来进行日常活动,数字系统从工作到个人生活几乎无所不在。但这种依赖性也意味着,当数字系统出现问题时,影响的范围和严重程度都可能非常大,大到人们承担不起。

地平线副总裁兼首席架构师苏箐的话很有启发:“自动驾驶代表了物理世界与人类交互的第一个半规则、半非规则的场景,蕴含着极高的研究与发展价值。”

业界还需在技术理性、商业伦理与法律底线间激烈、艰难地探索出一条新路。回归安全是本质,但人类将学着接受智能系统哪怕万亿分之一的、极低的出错概率和相应后果,然后孕育出崭新的人、机共处方式,并从智驾领域逐渐扩展到未来的各行各业中。

排版/ 季嘉颖

图片/ 通义千问 网络 

渺渺上课被捅了一节课 - 从平凡到卓越的成长之路的相关文章 小米汽车确认YU7不参加上海车展的相关文章
AI 时代下的家电智能化
律师称遭虐死幼童生父明显失职
世界肿瘤日守护雪地小兰草
杭州上学的内蒙女孩一篇作文火了
谷歌报告中称AI或永久毁灭人类
美团京东正上演2025互联网第一战
女子唱K感染病毒商家是否承担责任
古特雷斯称加沙成为杀戮之地
伊利1600元生育补贴能领什么
女生画卷后跳中国舞宛如仙子
「用户直连制造」的海尔洗衣机
Faker瑞兹冠军符文
  • 友情链接:
  • 青岛拟向35岁以下青年推低月供房贷 openai官宣400亿美元最新融资 非法捕捞水中软黄金鳗苗 4 人当场被抓 果然叫子涵的都有点东西 官方回应山西一对父子掉沟渠身亡 国家教育整改政策在宁波遇阻 网传单依纯将参加《歌手2025》 首批吃卤鹅的游客已抵达重庆荣昌 女生以为挖到超大竹笋结果被嘲笑 赵本山女儿球球称拒绝上综艺 村民称被虐致死男童脸上全是淤青

    查看更多评价 ∨