[{"data":1,"prerenderedAt":192},["ShallowReactive",2],{"story-5583-cn":3},{"id":4,"slug":5,"slugs":5,"currentSlug":5,"title":6,"subtitle":7,"coverImagesSmall":8,"coverImages":9,"content":38,"questions":39,"relatedArticles":49,"body_color":190,"card_color":191},"5583",null,"自动驾驶汽车暴露：基础设施故障揭示关键导航漏洞","旧金山停电引发自动驾驶技术生态系统前所未有的压力测试",[],[10,11,12,13,14,15,16,17,15,18,19,20,21,22,23,24,15,25,26,27,28,29,30,31,32,33,34,35,36,37],"https://cdn.arstechnica.net/wp-content/uploads/2025/12/GettyImages-2252297359.jpg","https://bloximages.chicago2.vip.townnews.com/sfexaminer.com/content/tncms/assets/v3/editorial/d/81/d81b4f5e-22e9-49e5-9294-5bd40c9b0675/69499407b9926.image.jpg?resize=400%2C267","https://www.staradvertiser.com/wp-content/uploads/2025/12/web1_2025-12-21T125354Z_35084299_RC2UKIAYQT6P_RTRMADP_3_USA-SANFRANCISCO-OUTAGE.JPG","https://assets.sfstandard.com/image/994911177489/image_69ar5vrfgl5r5ed3r4e7d40c1i/-S3840x2891-FPNG","https://cdn.motor1.com/images/mgl/pb9M8v/s3/waymo-robotaxis-stuck-on-san-francisco-streets-after-a-power-outage.jpg","https://images.barrons.com/im-07237091?width=700&height=466","https://images.foxtv.com/static.ktvu.com/www.ktvu.com/content/uploads/2025/12/1280/720/cd2_-sf-power-outage_00.00.11.00.jpg?ve=1&tl=1","https://s.hdnux.com/photos/01/55/45/42/28727452/3/1920x0.jpg","https://cf-images.us-east-1.prod.boltdns.net/v1/static/694940094001/d9bd2a93-455c-4f8c-99c9-5989e4fc4b67/8b42c8a9-949e-4cf5-98e7-44507701de7c/1280x720/match/image.jpg","https://static.independent.co.uk/2025/12/10/18/NACIMIENTO_EN_VEHICULO_AUTONOMO_48282.jpg","https://images.axios.com/4mxeNq1LKhfsu-VpLvGkW3_lwSk=/0x608:5712x3821/1920x1080/2025/12/22/1766435633050.jpeg?w=3840","https://s.hdnux.com/photos/01/55/45/66/28728721/4/ratio3x2_1920.jpg","https://images.foxtv.com/static.ktvu.com/www.ktvu.com/content/uploads/2025/12/932/524/6-cd-1-sf-power-outage_00.00.09.58.jpg?ve=1&tl=1","https://media-cldnry.s-nbcnews.com/image/upload/rockcms/2025-12/251222-waymo-sf-power-outage-bf-1057-56f56b.jpg","https://www.reuters.com/resizer/v2/ZGQXXWLDHBO5XEX4LAUA6RTPCY.jpg?auth=6074d193ff1c33046c69f75aabd28501473e3d347205af7f14c348dd15389213&width=1080&quality=80","https://ichef.bbci.co.uk/news/1024/branded_news/ad06/live/26b66890-df58-11f0-a8dc-93c15fe68710.jpg","https://images.seattletimes.com/wp-content/uploads/2025/12/12222025_waymo_tzr_065754.jpg?d=1020x655","https://img.sfist.com/2025/12/pge-8th-mission-substation.jpg","https://static.foxbusiness.com/foxbusiness.com/content/uploads/2025/12/elon-musk-waymo-san-francisco-display.jpg","https://cdn.theatlantic.com/thumbor/Q-Hk6NUb-l3UGFUnHE8pWSMS0Ag=/0x0:3063x1723/960x540/media/img/mt/2025/12/2025_12_22_An_Alarming_New_Way_for_Driverless_Cars_to_Go_Wrong/original.jpg","https://cdn.abcotvs.com/dip/images/18305950_122125-kgo-sf-outage-img.jpg","https://fortune.com/img-assets/wp-content/uploads/2025/12/AP25355126332210-e1766444263493.jpg?format=webp&w=1440&q=100","https://www.kron4.com/wp-content/uploads/sites/11/2025/12/SF-power-outage-cover-photo-e1766354384554.jpeg?strip=1","https://bloximages.newyork1.vip.townnews.com/crossroadstoday.com/content/tncms/assets/v3/editorial/9/fb/9fb91790-e9ef-5b8d-b298-c191ec535120/69490fa2b856f.image.jpg?resize=1396%2C785","https://assets3.cbsnewsstatic.com/hub/i/r/2025/12/22/d8dab6c3-b85b-4a08-a526-dd328c8d4091/thumbnail/1280x720/a5a3917986768c2f8f91f132c28c2290/cbsn-fusion-power-coming-back-online-after-massive-blackout-in-san-francisco-thumbnail.jpg","https://static.seekingalpha.com/cdn/s3/uploads/getty_images/495241532/image_495241532.jpg?io=getty-c-w1536","https://www.kron4.com/wp-content/uploads/sites/11/2025/12/AP25355114598539.jpg?strip=1","https://assets.sfstandard.com/image/994911177489/image_6gtd7b99g935ldi9m3h9guh450/-S3840x2877-FPNG","最近旧金山的停电事件，戏剧性地暴露了自动驾驶系统脆弱的技术基础，揭示了远超简单导航挑战的关键漏洞。在影响大约**13万户家庭和企业**的停电期间，**Waymo的自动驾驶汽车**成为了自动驾驶技术所面临的更广泛的技术困境的象征：当标准基础设施失效时，如何保持运营的完整性。\n\n**技术韧性受到审视**: 此次事件凸显了当前自动导航协议中的基本局限性。当交通信号灯熄灭时，Waymo的车辆默认采取保守策略，停在十字路口，导致了严重的交通中断。这揭示了一个关键弱点：当预定义的运营参数中断时，自动驾驶系统难以动态适应。**埃隆·马斯克**抓住了这个机会来对比特斯拉的方法，暗示他的Robotaxis在同样的基础设施崩溃期间保持了运营能力。\n\n电力基础设施的故障充当了一次意想不到的压力测试，暴露了自动驾驶技术与城市基础设施之间微妙的相互依赖关系。**Waymo的反应**——将失效的交通信号灯视为四向停车——展示了当前算法决策的状态：基于规则、谨慎，但并非真正具有适应性。这种方法优先考虑安全，但牺牲了运营效率，引发了关于自动驾驶技术在现实世界中准备就绪的深刻问题。\n\n更广泛地说，此次事件突显了自动驾驶汽车开发商面临的一个关键的新兴挑战：构建能够在不可预测、复杂的城市环境中智能导航的系统。**旧金山停电**不仅仅是一个技术故障，而是自动驾驶汽车生态系统面临的更大技术和基础设施挑战的缩影。随着城市变得越来越技术集成化，自动驾驶系统在基础设施中断期间保持运营完整性的能力将成为关键的竞争差异化因素。\n\n最终，这次事件标志着自动驾驶技术的一个关键时刻。这不仅仅是开发先进的导航算法，而是创建能够动态响应意外现实世界场景的自适应、有韧性的系统。这场竞赛不再仅仅是谁能在理想条件下自动驾驶，而是在那些条件从根本上崩溃时，谁能保持运营智能。",[40,43,46],{"title":41,"answer":42,"author":5,"avatar":5,"time":5},"旧金山停电如何暴露了自动驾驶汽车技术的弱点？","停电暴露了像 Waymo 这样的自动驾驶系统在标准基础设施（交通信号灯）失效时动态导航的困境。它们的车辆默认采取过度谨慎的停车行为，导致交通中断，并表明它们在不可预测的城市环境中适应性有限。",{"title":44,"answer":45,"author":5,"avatar":5,"time":5},"不同的自动驾驶汽车公司如何应对基础设施中断带来的挑战？","像 Waymo 这样的公司使用基于规则的方法（将失效的交通信号灯视为四向停车标志），而特斯拉则声称拥有更动态的功能。 这一事件突显了开发更灵活、情境感知导航技术的关键需求，这种技术能够在意外中断期间保持运行完整性。",{"title":47,"answer":48,"author":5,"avatar":5,"time":5},"基础设施失效期间，自动驾驶汽车面临哪些关键技术挑战？","主要挑战包括开发无需依赖标准基础设施即可做出实时决策的自适应导航算法，在优先考虑安全性的同时保持运营效率，以及创建能够智能应对突发城市情况的系统。",[50,55,59,63,67,71,76,80,84,88,92,96,100,103,107,111,115,119,123,127,131,135,139,143,147,151,155,159,163,167,170,174,178,182,186],{"id":51,"title":52,"source":53,"logo":29,"time":54},133445,"The Huge Problem Waymo Didn’t See Coming","https://www.theatlantic.com/technology/2025/12/waymo-robotaxi-san-francisco-blackout/685393/","1天前",{"id":56,"title":57,"source":58,"logo":26,"time":54},130650,"Waymo suspended service in San Francisco after problems during power outage","https://www.seattletimes.com/nation-world/waymo-halted-service-after-problems-during-san-francisco-power-outage/",{"id":60,"title":61,"source":62,"logo":5,"time":54},130691,"San Francisco power outage continues for thousands still in the dark","https://www.usatoday.com/story/news/nation/2025/12/22/san-francisco-power-outage-waymo-blackout/87880263007/",{"id":64,"title":65,"source":66,"logo":31,"time":54},133349,"Waymo chaos during San Francisco power outage likely due to 'operational management failure'","https://fortune.com/2025/12/22/waymo-ai-san-francisco-power-outage-operational-management-failure-software/",{"id":68,"title":69,"source":70,"logo":5,"time":54},130653,"Massive power outage slams San Francisco","https://www.yahoo.com/news/videos/massive-power-outage-slams-san-142933110.html",{"id":72,"title":73,"source":74,"logo":32,"time":75},130654,"Community resource center, charging stations available for those without power","https://www.kron4.com/news/bay-area/community-resource-center-charging-stations-available-for-those-without-power/","2天前",{"id":77,"title":78,"source":79,"logo":10,"time":54},130651,"Power outage paralyzes Waymo robotaxis when traffic lights go out","https://arstechnica.com/cars/2025/12/power-outage-paralyzes-waymo-robotaxis-when-traffic-lights-go-out/",{"id":81,"title":82,"source":83,"logo":22,"time":54},130652,"'We need PG&E to do better:' mayor on massive San Francisco power outage","https://www.ktvu.com/news/we-need-pge-do-better-mayor-massive-san-francisco-power-outage",{"id":85,"title":86,"source":87,"logo":15,"time":54},130613,"Self-Driving Cars Snarl San Francisco After Power Outage. Tesla Stock Rises.","https://www.barrons.com/articles/tesla-stock-price-san-francisco-self-driving-cars-c1abe276?gaa_at=eafs&gaa_n=AWEtsqdHWJJauXAC9BmDnyoGipWJFBmEZkU5L1mT5BYTUsaK9NdifhczXpBa&gaa_ts=69496fc2&gaa_sig=AxYtp39D_g0DIKtvTyv2TyhI4iANwIw4QgH4_qTnsMnRqZaUCLOM8HPRZjw5qkqmtQyolKaP_3d2PK2yH8ePnQ%3D%3D",{"id":89,"title":90,"source":91,"logo":18,"time":54},129360,"Waymo resumes service after power outage leaves robotaxis stalled","https://www.foxnews.com/video/6386822348112",{"id":93,"title":94,"source":95,"logo":33,"time":54},129361,"CA: PG&E: POWER TO BE POSSIBLY RESTORED MONDAY","https://www.crossroadstoday.com/news/national-news/ca-pg-e-power-to-be-possibly-restored-monday/video_9fb91790-e9ef-5b8d-b298-c191ec535120.html",{"id":97,"title":98,"source":99,"logo":34,"time":75},129362,"Power coming back online after massive blackout in San Francisco","https://www.cbsnews.com/video/power-coming-back-online-after-massive-blackout-in-san-francisco/",{"id":101,"title":86,"source":102,"logo":15,"time":54},131908,"https://www.barrons.com/articles/tesla-stock-price-san-francisco-self-driving-cars-c1abe276?gaa_at=eafs&gaa_n=AWEtsqejWOA-a5N8m0qLAtA2B50M6E_eKno6D3dzbe1UT_0KOf3rlIuyKV6E&gaa_ts=6949aa56&gaa_sig=kFfrivCpP1QHV2H4vRxt97fOvJpRI3T2FKNwAgTVUhNvVpzxt1oZZuTpjPjJxir_q8U53hJH8H21YVDw__sGqg%3D%3D",{"id":104,"title":105,"source":106,"logo":13,"time":54},133350,"What we know about what caused San Francisco’s blackout","https://sfstandard.com/2025/12/22/san-francisco-blackout-what-we-know-pge/",{"id":108,"title":109,"source":110,"logo":36,"time":54},133351,"SF power outage: PG&E extends timeline for restoration as thousands remain without power","https://www.kron4.com/news/bay-area/sf-power-outage-pge-extends-timeline-for-restoration-as-thousands-remain-without-power/",{"id":112,"title":113,"source":114,"logo":20,"time":54},133352,"San Francisco power outage shows the robotaxi risk in emergencies","https://www.axios.com/2025/12/22/waymo-robotaxi-san-francisco-risk",{"id":116,"title":117,"source":118,"logo":19,"time":54},132065,"Waymo suspends service in San Francisco after driverless cars cause traffic jams during blackout","https://www.the-independent.com/news/world/americas/waymo-suspended-san-francisco-traffic-jams-blackout-b2888562.html",{"id":120,"title":121,"source":122,"logo":23,"time":54},132064,"Videos show Waymo self-driving cars blocking roads during San Francisco blackout","https://www.nbcnews.com/tech/tech-news/videos-show-waymo-self-driving-cars-blocking-roads-san-francisco-black-rcna250483",{"id":124,"title":125,"source":126,"logo":11,"time":54},132063,"Word on the Street: Where were you when the lights went out?","https://www.sfexaminer.com/forum/san-francisco-power-outage-blackout-pge/article_62a05682-9786-45a2-86c1-a7cafca62219.html",{"id":128,"title":129,"source":130,"logo":30,"time":54},132124,"PG&E says it estimates power in San Francisco to be fully restored by Monday at 2 p.m. after major outage impacts thousands","https://abc7news.com/post/pge-says-estimates-power-san-francisco-fully-restored-monday-2-pm-major-outage-impacts-thousands/18306470/",{"id":132,"title":133,"source":134,"logo":5,"time":75},133357,"San Francisco's Power Outage Left 130,000 in the Dark. It Also Exposed a Bigger Problem","https://creators.yahoo.com/lifestyle/story/san-franciscos-power-outage-left-130000-in-the-dark-it-also-exposed-a-bigger-problem-192013148.html",{"id":136,"title":137,"source":138,"logo":17,"time":54},132068,"S.F. power outage: Residents, Muni service continue to be affected Monday morning","https://www.sfchronicle.com/bayarea/article/sf-power-outage-residents-muni-affected-21256828.php",{"id":140,"title":141,"source":142,"logo":28,"time":54},132123,"Elon Musk takes dig at Waymo after San Francisco blackout","https://www.foxbusiness.com/technology/elon-musk-takes-dig-waymo-after-san-francisco-blackout",{"id":144,"title":145,"source":146,"logo":27,"time":54},132067,"PG&E Blames 'Catastrophic Incident' For Outage as Over 10,000 Remain Without Power, Muni Still Disrupted","https://sfist.com/2025/12/22/pg-e-blames-catastrophic-incident/",{"id":148,"title":149,"source":150,"logo":24,"time":54},132066,"Waymo resumes San Francisco service after power outage pause","https://www.reuters.com/business/autos-transportation/waymo-resumes-san-francisco-service-after-power-outage-pause-2025-12-22/",{"id":152,"title":153,"source":154,"logo":21,"time":54},133354,"Waymo’s blackout meltdown shows why S.F. still needs human drivers with intuition, experience","https://www.sfchronicle.com/opinion/openforum/article/waymo-pg-e-blackout-san-francisco-21257471.php",{"id":156,"title":157,"source":158,"logo":15,"time":54},133234,"Self-Driving Cars Snarl San Francisco After Power Outage. Tesla Stock Hits Record.","https://www.barrons.com/articles/tesla-stock-price-san-francisco-self-driving-cars-c1abe276?gaa_at=eafs&gaa_n=AWEtsqfo5-CuHdbF0ZBAgMmoVYC69icuH2tABlPzxyrbhR5TeU93Tt_4qxQA&gaa_ts=6949e044&gaa_sig=BsAvOW_fx7Mm2Rp9l9tHY3FNmGavaMlrjTN6qmVcmA9O5U_oAs_U41E7P9hJDJoDOsu39rvSqcOfK-9hQbJZIQ%3D%3D",{"id":160,"title":161,"source":162,"logo":37,"time":54},133355,"‘We were left with nothing’: PG&E outage sparks rage from City Hall to the Richmond","https://sfstandard.com/2025/12/22/pg-e-blackout-san-francisco-power-outage/",{"id":164,"title":165,"source":166,"logo":25,"time":54},133356,"Waymo robotaxis stop in the streets during San Francisco power outage","https://www.bbc.com/news/articles/c36zdxl41jro",{"id":168,"title":61,"source":169,"logo":5,"time":54},130646,"https://www.yahoo.com/news/articles/san-francisco-power-outage-continues-125953272.html",{"id":171,"title":172,"source":173,"logo":35,"time":54},130647,"San Francisco Outage Impacts Thousands","https://seekingalpha.com/article/4855058-san-francisco-outage-impacts-thousands",{"id":175,"title":176,"source":177,"logo":5,"time":54},131954,"Waymo’s Disaster Helps Tesla","https://finance.yahoo.com/news/waymo-disaster-helps-tesla-141521086.html",{"id":179,"title":180,"source":181,"logo":14,"time":54},130648,"When The Power Went Out In San Francisco, So Did Waymo’s Robotaxis","https://insideevs.com/news/782523/waymo-robotaxi-san-francisco-outage-power/",{"id":183,"title":184,"source":185,"logo":12,"time":75},132071,"Power restored for about 110K customers in San Francisco after outage","https://www.staradvertiser.com/2025/12/21/breaking-news/power-restored-for-about-110k-customers-in-san-francisco-after-outage/",{"id":187,"title":188,"source":189,"logo":16,"time":54},132070,"Power restored to much of San Francisco, City Hall still closed","https://www.ktvu.com/news/power-restored-much-san-francisco-city-hall-still-closed","#b25562ff","#b255624d",1766533699682]