August 1, 2026 · Saturday2026 年 8 月 1 日 · No. 28 · updated更新于 00:54 () SIGNALS信号EVENTS日历ARCHIVE归档LOG日志ACCESS接入ABOUT关于SAVED收藏

AUTOSIGNAL

Human-curated. Expert-annotated. Every signal traced to source. 人工精选 · 专家点评 · 每条信号可溯源
BY DOMAIN按领域ADAS & AD智能驾驶Smart Cockpit智能座舱SDV / E-E软件定义汽车AIAIEV & Charging电动化与充电Cyber Security网络安全Supply Chain供应链Aftermarket & Service后市场与服务China Impact中国势力

TOP SIGNALS今 日 要 闻

View all →查看全部 →
Industry Moves行业动向 EV & Charging电动化与充电single source单源

Allego to invest €100M in up to 1,400 ultra-fast EV chargers across the UK by 2030Allego 投资 1 亿欧元，2030 年前在英国部署最多 1,400 座超快充电站

  1. Dutch charging provider Allego plans to invest €100 million to install up to 1,400 ultra-fast EV charging stations across Great Britain by 2030, focusing on high-traffic sites and densely populated urban areas, with London as the priority market.
  2. For the rollout, Allego is pursuing partnerships with retailers, food-service operators, and property owners, under a model in which Allego itself finances, builds, and operates the charging infrastructure while site owners receive long-term lease payments.
  3. Founded in 2013 in Arnhem as part of Dutch grid operator Alliander, Allego retains ownership of the charging infrastructure it deploys, making the UK push an extension of its established owner-operator model.
  1. 荷兰充电运营商 Allego 计划投资 1 亿欧元，到 2030 年前在英国部署最多 1,400 座超快速电动汽车充电站，重点布局高流量地点及人口密集城市区域，伦敦为优先市场。
  2. 在推广中，Allego 将与零售商、餐饮企业和地产业主建立合作，采用的模式是由 Allego 自行出资、建设并运营充电设施，场地业主则获得长期租赁收入。
  3. Allego 于 2013 年在荷兰阿纳姆（Arnhem）成立，隶属荷兰电网运营商 Alliander，公司一贯保留所部署充电设施的所有权，此次英国扩张延续其在欧洲的自有自营模式。
Industry Moves行业动向 China Impact中国势力Supply Chain供应链single source单源

Li Auto's Delivery Decline Narrows to 0.86% in July Despite Headlight Supply Hiccup理想汽车7月交付同比降幅收窄至0.86%，光学件供应问题曾短暂冲击产能

  1. Li Auto delivered 30,468 vehicles in July 2026, down just 0.86% year-on-year — a sharp narrowing from June's 14.84% YoY drop — and down only 1.38% from June's 30,895 units.
  2. A brief headlight supply disruption in the second half of July cut Li i6 output by roughly 4,000 units below plan.
  3. July marked Li Auto's third consecutive month of year-on-year delivery declines, though the company's downtrend has clearly eased compared with earlier in 2026.
  1. 理想汽车7月交付30,468辆，同比仅下降0.86%，较6月14.84%的同比降幅大幅收窄，环比6月30,895辆也仅下滑1.38%。
  2. 月下半月一次短暂的车灯（光学件）供应中断，导致理想i6产量较计划减少约4,000辆。
  3. 这是理想汽车连续第三个月交付同比下滑，但降幅较2026年上半年已明显收窄。
Industry Moves行业动向 EV & Charging电动化与充电China Impact中国势力single source单源

Leapmotor tops 100,000 monthly deliveries for first time, up 102% YoY零跑单月交付首破10万辆，同比增长102%

  1. Leapmotor delivered 101,267 vehicles globally in July 2026, surpassing the 100,000-unit mark in a single month for the first time, up 102.01% year-on-year.
  2. It was the fourth consecutive month the company set a delivery record and the fifth straight month of sequential growth, rising 8.45% from June's 93,376 units.
  3. Cumulative deliveries over the first seven months of 2026 reached 457,754 units, about 46% of Leapmotor's full-year target of 1 million vehicles.
  1. 零跑2026年7月全球交付101,267辆，首次突破单月10万辆关口，同比增长102.01%。
  2. 这是公司连续第四个月刷新交付纪录,也是连续第五个月环比增长,较6月的93,376辆增长8.45%。
  3. 年前七个月累计交付457,754辆,约完成全年100万辆目标的46%。
Industry Moves行业动向 China Impact中国势力EV & Charging电动化与充电single source单源

Nio ES8 tops 10,000 deliveries again in July after five-seat launch蔚来ES8五座版上市后，7月交付重返万辆

  1. Nio's ES8 delivered 10,286 units in July, up 14.68% from 8,969 in June and up 843.67% year on year, following the launch of a five-seat variant.
  2. The ES8 accounted for 51.41% of Nio brand's July deliveries and 28.62% of Nio Inc's total deliveries for the month.
  3. The rebound follows June's dip to 8,969 units, which had broken a run of seven straight months above the 10,000 mark; Nio released its overall July delivery figures on Saturday before separately revealing the ES8's monthly number on Weibo.
  1. 蔚来ES8五座版上市后，7月交付10,286辆，环比6月的8,969辆增长14.68%，同比增长843.67%。
  2. ES8占蔚来品牌7月交付量的51.41%，占蔚来汽车（NIO）当月总交付量的28.62%。
  3. 此次反弹发生在6月交付跌至8,969辆、打破此前连续七个月交付破万纪录之后；蔚来先于周六公布7月整体交付数据，随后在微博单独披露ES8的月度交付数字。
Industry Moves行业动向 China Impact中国势力Supply Chain供应链single source单源

Xpeng July Deliveries Rise 3.6% YoY but Slip From June as New SUV Supply Lags小鹏7月交付同比增3.6%但环比下滑，新款SUV供应滞后拖累增长

  1. Xpeng delivered 38,027 vehicles globally in July, up 3.57% year-on-year but down 5.23% from June, coming in below the dealer expectations cited by Deutsche Bank in a July 21 research note.
  2. Cumulative deliveries for the first seven months of 2026 remained down 12.8% year-on-year, with limited supply of Xpeng's new low-priced SUV, the Mona L03, cited as the main constraint on growth.
  3. The month-on-month decline signals that production ramp-up of Xpeng's new low-priced SUV has yet to fully kick in, constraining delivery growth.
  1. 小鹏7月全球交付38,027辆，同比增长3.57%，但环比下降5.23%，低于德意志银行7月21日研报中提到的经销商预期。
  2. 小鹏2026年前七个月累计交付同比仍下降12.8%，新款低价SUV车型Mona L03供应不足被列为增长的主要制约因素。
  3. 环比下滑表明新款低价SUV的产能爬坡尚未完全到位，制约了交付增长。
Org & Talent组织与人才 ADAS & AD智能驾驶SDV / E-E软件定义汽车✓ 5源 src

Hyundai Names Ex-Samsung/NVIDIA Executive Kwon Jung-hyun to Head Autonomous Driving Center in Physical AI Hiring Push现代汽车任命前三星/英伟达高管权正贤执掌自动驾驶开发中心，加速Physical AI人才布局

  1. Hyundai Motor Group has hired Vice President Kwon Jung-hyun as head of the Autonomous Driving Development Center under its AVP (Advanced Vehicle Platform) division; Kwon most recently led intelligent robot development at Samsung Electronics and previously led autonomous driving software development and productization at NVIDIA, with experience spanning perception software, deep learning, machine learning and computer vision.
  2. The move follows Hyundai's earlier-2026 hire of Park Min-woo as President, head of the AVP division and CEO of subsidiary 42dot: at NVIDIA, Park built the autonomous driving perception organization and led mass-production projects with global automakers, and at Tesla he led design of the first "Tesla Vision" system, driving the shift from external-solution-based Autopilot to an in-house camera-based deep learning system.
  3. Both hires advance Hyundai's "Physical AI" strategy, which fuses software-defined vehicles (SDV), autonomous driving and robotics into a single technology system, with the group also recruiting additional talent from Tesla, NVIDIA, Apple and Samsung over the past month.
  1. 现代汽车集团任命权正贤副社长为AVP（先进车辆平台）本部旗下自动驾驶开发中心负责人；权正贤此前在三星电子主导智能机器人开发，更早前在英伟达负责自动驾驶软件开发与产品化，在感知软件、深度学习、机器学习、计算机视觉等自动驾驶核心AI技术上均有经验。
  2. 此次任命延续了现代今年早些时候的人事布局——朴珉宇出任AVP本部长（社长）兼旗下子公司42dot代表：他在英伟达组建了自动驾驶感知技术团队并主导与全球整车厂的量产项目，在特斯拉则主导了首代"Tesla Vision"的设计开发，推动Autopilot从依赖外部方案转向自研摄像头深度学习体系。
  3. 两项任命均服务于现代的"Physical AI"战略——将软件定义汽车（SDV）、自动驾驶与机器人技术融合为统一技术体系；现代上月还从特斯拉、英伟达、苹果、三星等公司陆续引进了其他人才。
Industry Moves行业动向 ADAS & AD智能驾驶Supply Chain供应链single source单源

Zoox Wins NHTSA Exemption to Mass-Produce Steering Wheel-less RobotaxisZoox获NHTSA豁免，无方向盘Robotaxi获准量产

  1. Zoox has obtained an exemption from the U.S. National Highway Traffic Safety Administration (NHTSA) clearing the way for mass production of its robotaxi, which has no steering wheel or other manual driving controls.
  2. The exemption removes a key federal safety-standard barrier that previously required passenger vehicles to include traditional driver controls, making Zoox one of the few AV makers cleared to build purpose-designed driverless vehicles at scale.
  3. By validating a compute-and-sensor-centric vehicle architecture over conventional steering/control hardware, the ruling has direct implications for how autonomous-driving supply chains and Tier 1 suppliers prioritize component and platform investment.
  1. Zoox获得美国国家公路交通安全管理局（NHTSA）豁免，为其无方向盘、无传统人工驾驶操控装置的Robotaxi量产扫清监管障碍。
  2. 该豁免解除了此前联邦安全标准中要求乘用车配备传统驾驶操控装置的关键限制，使Zoox成为少数获准规模化生产专属无人驾驶车型的企业之一。
  3. 该裁定确认了以计算与传感器为核心、而非依赖传统转向操控硬件的车辆架构路线，将直接影响自动驾驶供应链及一级供应商在零部件与平台投入上的优先级。
Industry Moves行业动向 Supply Chain供应链ADAS & AD智能驾驶✓ 2源 src

Qualcomm Becomes BMW's Lead Compute Chip Supplier for Cockpit and ADAS Through the Next Decade高通签下宝马十年芯片大单，成为座舱与ADAS首选计算平台供应商

  1. Qualcomm announced Wednesday, July 29, 2026, that it signed a long-term deal to become BMW's lead compute silicon supplier for digital cockpit, ADAS, and autonomous driving systems, with the partnership running through the next decade; no financial terms were disclosed.
  2. The deal spans Qualcomm's Snapdragon Cockpit, Snapdragon Ride, and Snapdragon Elite platforms plus dedicated AI accelerators, building on the Snapdragon Ride Pilot hands-free driving system already deployed in the BMW iX3 since its November 2025 launch.
  3. The agreement strengthens Qualcomm's position in automotive compute against rivals Nvidia and Mobileye, which are also competing for long-term chip-supply deals with major automakers.
  1. 高通于2026年7月29日周三宣布，已与宝马签署长期协议，成为其数字座舱、ADAS及自动驾驶系统的首选计算芯片供应商，合作将持续至下一个十年，双方未披露财务条款。
  2. 协议涵盖高通Snapdragon Cockpit、Snapdragon Ride和Snapdragon Elite平台及专用AI加速器，是对已于2025年11月在宝马iX3上线的Snapdragon Ride Pilot免手驾驶系统的进一步延伸。
  3. 该协议巩固了高通在汽车计算芯片领域相对Nvidia和Mobileye的竞争优势，后两者同样在争夺主要车企的长期芯片供应合同。

INDUSTRY MOVES行业动向

View all →查看全部 →
Industry Moves行业动向 EV & Charging电动化与充电single source单源

Allego to invest €100M in up to 1,400 ultra-fast EV chargers across the UK by 2030Allego 投资 1 亿欧元，2030 年前在英国部署最多 1,400 座超快充电站

  1. Dutch charging provider Allego plans to invest €100 million to install up to 1,400 ultra-fast EV charging stations across Great Britain by 2030, focusing on high-traffic sites and densely populated urban areas, with London as the priority market.
  2. For the rollout, Allego is pursuing partnerships with retailers, food-service operators, and property owners, under a model in which Allego itself finances, builds, and operates the charging infrastructure while site owners receive long-term lease payments.
  3. Founded in 2013 in Arnhem as part of Dutch grid operator Alliander, Allego retains ownership of the charging infrastructure it deploys, making the UK push an extension of its established owner-operator model.
  1. 荷兰充电运营商 Allego 计划投资 1 亿欧元，到 2030 年前在英国部署最多 1,400 座超快速电动汽车充电站，重点布局高流量地点及人口密集城市区域，伦敦为优先市场。
  2. 在推广中，Allego 将与零售商、餐饮企业和地产业主建立合作，采用的模式是由 Allego 自行出资、建设并运营充电设施，场地业主则获得长期租赁收入。
  3. Allego 于 2013 年在荷兰阿纳姆（Arnhem）成立，隶属荷兰电网运营商 Alliander，公司一贯保留所部署充电设施的所有权，此次英国扩张延续其在欧洲的自有自营模式。
Industry Moves行业动向 China Impact中国势力Supply Chain供应链single source单源

Li Auto's Delivery Decline Narrows to 0.86% in July Despite Headlight Supply Hiccup理想汽车7月交付同比降幅收窄至0.86%，光学件供应问题曾短暂冲击产能

  1. Li Auto delivered 30,468 vehicles in July 2026, down just 0.86% year-on-year — a sharp narrowing from June's 14.84% YoY drop — and down only 1.38% from June's 30,895 units.
  2. A brief headlight supply disruption in the second half of July cut Li i6 output by roughly 4,000 units below plan.
  3. July marked Li Auto's third consecutive month of year-on-year delivery declines, though the company's downtrend has clearly eased compared with earlier in 2026.
  1. 理想汽车7月交付30,468辆，同比仅下降0.86%，较6月14.84%的同比降幅大幅收窄，环比6月30,895辆也仅下滑1.38%。
  2. 月下半月一次短暂的车灯（光学件）供应中断，导致理想i6产量较计划减少约4,000辆。
  3. 这是理想汽车连续第三个月交付同比下滑，但降幅较2026年上半年已明显收窄。
Industry Moves行业动向 China Impact中国势力EV & Charging电动化与充电single source单源

Nio ES8 tops 10,000 deliveries again in July after five-seat launch蔚来ES8五座版上市后，7月交付重返万辆

  1. Nio's ES8 delivered 10,286 units in July, up 14.68% from 8,969 in June and up 843.67% year on year, following the launch of a five-seat variant.
  2. The ES8 accounted for 51.41% of Nio brand's July deliveries and 28.62% of Nio Inc's total deliveries for the month.
  3. The rebound follows June's dip to 8,969 units, which had broken a run of seven straight months above the 10,000 mark; Nio released its overall July delivery figures on Saturday before separately revealing the ES8's monthly number on Weibo.
  1. 蔚来ES8五座版上市后，7月交付10,286辆，环比6月的8,969辆增长14.68%，同比增长843.67%。
  2. ES8占蔚来品牌7月交付量的51.41%，占蔚来汽车（NIO）当月总交付量的28.62%。
  3. 此次反弹发生在6月交付跌至8,969辆、打破此前连续七个月交付破万纪录之后；蔚来先于周六公布7月整体交付数据，随后在微博单独披露ES8的月度交付数字。
Industry Moves行业动向 EV & Charging电动化与充电China Impact中国势力single source单源

Leapmotor tops 100,000 monthly deliveries for first time, up 102% YoY零跑单月交付首破10万辆，同比增长102%

  1. Leapmotor delivered 101,267 vehicles globally in July 2026, surpassing the 100,000-unit mark in a single month for the first time, up 102.01% year-on-year.
  2. It was the fourth consecutive month the company set a delivery record and the fifth straight month of sequential growth, rising 8.45% from June's 93,376 units.
  3. Cumulative deliveries over the first seven months of 2026 reached 457,754 units, about 46% of Leapmotor's full-year target of 1 million vehicles.
  1. 零跑2026年7月全球交付101,267辆，首次突破单月10万辆关口，同比增长102.01%。
  2. 这是公司连续第四个月刷新交付纪录,也是连续第五个月环比增长,较6月的93,376辆增长8.45%。
  3. 年前七个月累计交付457,754辆,约完成全年100万辆目标的46%。
Industry Moves行业动向 China Impact中国势力Supply Chain供应链single source单源

Xpeng July Deliveries Rise 3.6% YoY but Slip From June as New SUV Supply Lags小鹏7月交付同比增3.6%但环比下滑，新款SUV供应滞后拖累增长

  1. Xpeng delivered 38,027 vehicles globally in July, up 3.57% year-on-year but down 5.23% from June, coming in below the dealer expectations cited by Deutsche Bank in a July 21 research note.
  2. Cumulative deliveries for the first seven months of 2026 remained down 12.8% year-on-year, with limited supply of Xpeng's new low-priced SUV, the Mona L03, cited as the main constraint on growth.
  3. The month-on-month decline signals that production ramp-up of Xpeng's new low-priced SUV has yet to fully kick in, constraining delivery growth.
  1. 小鹏7月全球交付38,027辆，同比增长3.57%，但环比下降5.23%，低于德意志银行7月21日研报中提到的经销商预期。
  2. 小鹏2026年前七个月累计交付同比仍下降12.8%，新款低价SUV车型Mona L03供应不足被列为增长的主要制约因素。
  3. 环比下滑表明新款低价SUV的产能爬坡尚未完全到位，制约了交付增长。
Industry Moves行业动向 ADAS & AD智能驾驶✓ 15源 src

Amazon's Zoox Wins First US Federal Approval for Driverless Robotaxi, Plans Las Vegas Launch亚马逊 Zoox 获美国首个无人驾驶出租车联邦批准，拉斯维加斯将为首发城市

  1. Amazon's autonomous vehicle unit Zoox received the first U.S. federal approval for commercial deployment of a purpose-built robotaxi that is designed from the outset without a steering wheel or traditional driver controls.
  2. Under this approval, Zoox plans to begin commercial driverless robotaxi operations in Las Vegas, giving Amazon its first live urban test of commercial robotaxi demand.
  3. The approval adds a new line to Amazon's mobility footprint alongside its existing logistics network and delivery initiatives, and may set a precedent for how U.S. regulators and cities evaluate fully driverless vehicles going forward.
  1. 亚马逊旗下自动驾驶子公司 Zoox 获得美国首个联邦批准，可商业化部署其从设计之初就取消方向盘和传统驾驶控制装置的专用无人驾驶出租车。
  2. 依据此批准，Zoox 计划在拉斯维加斯启动无人驾驶出租车商业运营，这是亚马逊首次在真实城市场景中测试无人出租车的商业需求。
  3. 该批准为亚马逊的出行业务版图新增一条业务线，与其现有物流网络和自营配送业务并行，也可能为美国监管机构与各城市未来评估完全无人驾驶车辆树立先例。
Industry Moves行业动向 ADAS & AD智能驾驶China Impact中国势力✓ 7源 src

Momenta Becomes First Chinese Company to Win Germany-Wide L4 Autonomous Driving Testing ApprovalMomenta获德国KBA全境L4自动驾驶测试许可，系中国企业首次

  1. Momenta obtained a nationwide Level 4 autonomous driving testing permit from Germany's KBA (Kraftfahrt-Bundesamt, the Federal Motor Transport Authority), with the approval covering the entire German territory rather than a single city or region.
  2. Momenta is the first Chinese company to receive this Germany-wide L4 testing approval from KBA.
  3. The permit allows Momenta to conduct L4-level autonomous driving tests across all of Germany, marking a notable regulatory milestone for a Chinese autonomous driving company entering the European market.
  1. Momenta获得德国联邦机动车运输管理局（KBA）颁发的全国范围L4级自动驾驶测试许可，许可范围覆盖德国全境，而非局限于特定城市或区域。
  2. Momenta成为首家获得德国全境L4自动驾驶测试许可的中国企业。
  3. 该许可使Momenta可在德国全境开展L4级自动驾驶测试，是中国自动驾驶企业进入欧洲市场监管体系的标志性事件。

ARK Funds: Tesla robotaxi cash flow could fund SpaceX AI push, execs argue merger makes senseARK Funds:特斯拉机器人出租车现金流或可支撑SpaceX AI野心,高管称并购具合理性

  1. In a July 29, 2026 X post, ARK Funds argued Tesla's robotaxi business could become a recurring cash machine, with SpaceX needing that cash to fund its AI ambitions.
  2. In ARK's Q2 webinar, Tasha Keeney, CFA, and Cathie Wood discussed why a Tesla-SpaceX merger makes strategic sense given this cash-flow logic.
  3. Replies pushed back on the forecast's credibility, noting Keeney had previously predicted TSLA would generate over $30 billion in cumulative robotaxi cash flow by Q2 2023 — a figure that never materialized.
  1. ARK Funds在2026年7月29日的X发帖中提出,特斯拉机器人出租车业务有望成为持续现金流来源,而SpaceX需要这笔资金支撑其AI野心。
  2. 在ARK的Q2网络研讨会上,Tasha Keeney(CFA)与Cathie Wood讨论了基于这一现金流逻辑,特斯拉与SpaceX并购为何具有战略合理性。
  3. 评论区对预测可信度提出质疑,指出Keeney此前曾预测特斯拉机器人出租车业务到2023年第二季度累计现金流将超过300亿美元,但该预测从未成真。
Industry Moves行业动向 Supply Chain供应链ADAS & AD智能驾驶✓ 2源 src

Qualcomm Becomes BMW's Lead Compute Chip Supplier for Cockpit and ADAS Through the Next Decade高通签下宝马十年芯片大单，成为座舱与ADAS首选计算平台供应商

  1. Qualcomm announced Wednesday, July 29, 2026, that it signed a long-term deal to become BMW's lead compute silicon supplier for digital cockpit, ADAS, and autonomous driving systems, with the partnership running through the next decade; no financial terms were disclosed.
  2. The deal spans Qualcomm's Snapdragon Cockpit, Snapdragon Ride, and Snapdragon Elite platforms plus dedicated AI accelerators, building on the Snapdragon Ride Pilot hands-free driving system already deployed in the BMW iX3 since its November 2025 launch.
  3. The agreement strengthens Qualcomm's position in automotive compute against rivals Nvidia and Mobileye, which are also competing for long-term chip-supply deals with major automakers.
  1. 高通于2026年7月29日周三宣布，已与宝马签署长期协议，成为其数字座舱、ADAS及自动驾驶系统的首选计算芯片供应商，合作将持续至下一个十年，双方未披露财务条款。
  2. 协议涵盖高通Snapdragon Cockpit、Snapdragon Ride和Snapdragon Elite平台及专用AI加速器，是对已于2025年11月在宝马iX3上线的Snapdragon Ride Pilot免手驾驶系统的进一步延伸。
  3. 该协议巩固了高通在汽车计算芯片领域相对Nvidia和Mobileye的竞争优势，后两者同样在争夺主要车企的长期芯片供应合同。
Industry Moves行业动向 ADAS & AD智能驾驶✓ 3源 src

Uber to Invest Up to $12.5B in Rivian for 50,000 R2 Robotaxis by 2031Uber与Rivian达成合作，2031年前投资最高125亿美元部署5万辆R2机器人出租车

  1. Uber announced a partnership to invest up to $12.5 billion in Rivian by 2031, funding deployment of up to 50,000 fully autonomous R2 robotaxis that will operate exclusively on Uber's platform.
  2. The first 10,000 R2 robotaxis launch in San Francisco and Miami in 2028, then expand to roughly 25 cities across the U.S., Canada, and Europe by 2031, with production based at Rivian's Normal, Illinois plant and a second Georgia plant under construction to add capacity.
  3. Rivian's autonomy roadmap runs in three stages: point-to-point assisted driving by end-2026, an L3 eyes-off highway transitional stage called "Autonomy+" around 2027, and L4 robotaxi service launch in 2028, with the robotaxi R2 adding extra cameras, more radar, possible lidar, and redundant steering/braking systems.
  1. Uber宣布与Rivian达成合作，计划到2031年向其投资最高125亿美元，部署最多5万辆完全自动驾驶的R2机器人出租车，车辆将仅在Uber平台运营。
  2. 首批1万辆R2机器人出租车计划2028年在旧金山和迈阿密上路，随后扩展至美国、加拿大和欧洲约25个城市，2031年前达到5万辆规模；生产基地为伊利诺伊州诺默尔工厂，佐治亚州第二工厂正在建设以扩充产能。
  3. Rivian自动驾驶路线图分三阶段推进：2026年底实现点对点辅助驾驶，2027年前后推出名为"Autonomy+"的L3级高速公路脱眼驾驶过渡阶段，2028年启动L4级机器人出租车服务；机器人出租车版R2将配备额外摄像头、更多雷达、可能的激光雷达及冗余转向制动系统。
Industry Moves行业动向 Smart Cockpit智能座舱AIAI✓ 3源 src

GM to Launch Proprietary In-Vehicle AI Assistant Later in 2026, Building on Gemini Integration通用汽车计划2026年内推出专有车机AI助手，深度整合OnStar与预测性维护

  1. GM plans to launch a proprietary in-vehicle AI assistant later in 2026, going beyond its recently deployed Google Gemini-based assistant.
  2. The new system will integrate more deeply with vehicle telematics, OnStar data, and predictive maintenance, pairing an undisclosed LLM provider with proprietary GM data to power auto-focused features such as vehicle-aware commands (e.g., a "kids setting").
  3. GM positions the proprietary assistant as the next step after its current Gemini-based system, reflecting automakers' broader shift from off-the-shelf LLM integrations toward differentiated, vehicle-data-driven in-car AI.
  1. 通用汽车（GM）计划在2026年晚些时候推出专有车机AI助手，作为对近期上线的谷歌Gemini车机助手的进一步升级。
  2. 新系统将更深度整合车辆遥测数据、OnStar数据与预测性维护功能，并与一家未公开身份的大语言模型（LLM）供应商合作，结合GM专有数据打造"儿童模式"等车辆感知型功能。
  3. GM将其定位为现有Gemini车机助手之后的"下一步"，体现车企正从直接调用第三方通用大模型，转向基于自有车辆数据构建差异化车载AI的行业趋势。
Industry Moves行业动向 ADAS & AD智能驾驶Supply Chain供应链single source单源

Zoox Wins NHTSA Exemption to Mass-Produce Steering Wheel-less RobotaxisZoox获NHTSA豁免，无方向盘Robotaxi获准量产

  1. Zoox has obtained an exemption from the U.S. National Highway Traffic Safety Administration (NHTSA) clearing the way for mass production of its robotaxi, which has no steering wheel or other manual driving controls.
  2. The exemption removes a key federal safety-standard barrier that previously required passenger vehicles to include traditional driver controls, making Zoox one of the few AV makers cleared to build purpose-designed driverless vehicles at scale.
  3. By validating a compute-and-sensor-centric vehicle architecture over conventional steering/control hardware, the ruling has direct implications for how autonomous-driving supply chains and Tier 1 suppliers prioritize component and platform investment.
  1. Zoox获得美国国家公路交通安全管理局（NHTSA）豁免，为其无方向盘、无传统人工驾驶操控装置的Robotaxi量产扫清监管障碍。
  2. 该豁免解除了此前联邦安全标准中要求乘用车配备传统驾驶操控装置的关键限制，使Zoox成为少数获准规模化生产专属无人驾驶车型的企业之一。
  3. 该裁定确认了以计算与传感器为核心、而非依赖传统转向操控硬件的车辆架构路线，将直接影响自动驾驶供应链及一级供应商在零部件与平台投入上的优先级。
Industry Moves行业动向 China Impact中国势力EV & Charging电动化与充电✓ 2源 src

Ford CEO Jim Farley: Chinese EVs Will Reach U.S. Market Within 10 Years Despite Ban Legislation福特CEO法利：即便有立法禁令，中国电动车仍将在10年内进入美国市场

  1. Ford CEO Jim Farley said Chinese automakers' EVs will likely reach the U.S. market within 10 years, even as legislation aims to keep them out.
  2. Farley made the remarks directly to Ford employees, framing Chinese competition as a near-term, not distant, threat to the U.S. auto industry.
  3. Farley said the U.S. needs to beat China "at their own game," signaling that Ford sees out-competing on product, cost and speed as more decisive than relying on regulatory bans.
  1. 福特CEO吉姆·法利表示，即使有立法试图将其挡在门外，中国车企的电动汽车预计仍会在10年内进入美国市场。
  2. 法利是在与福特员工的内部沟通中作出这一表态，将中国竞争定性为近在眼前而非遥远的威胁。
  3. 法利强调美国需要在"他们自己的游戏规则下"击败中国，意味着福特认为在产品、成本和速度上正面竞争，比单纯依赖监管禁令更为关键。
Industry Moves行业动向 AIAISupply Chain供应链single source单源

Qualcomm Completes Acquisition of Modular, Names Lattner to Lead AI Software高通完成收购 Modular,Lattner 出任先进 AI 软件负责人

  1. Qualcomm completed its acquisition of Modular Inc. on July 29, 2026, an AI-native software infrastructure company whose platform lets developers optimize and deploy generative and agentic AI workloads across CPUs, GPUs, NPUs, and custom silicon.
  2. Modular's Mojo, MAX, and Modular Cloud products will continue as separate brands with ongoing investment from Qualcomm Technologies, and financial terms of the deal were not disclosed.
  3. Modular co-founder and CEO Chris Lattner becomes Qualcomm's EVP of Advanced AI Software and Platforms, extending Qualcomm's AI compute stack from edge devices to data centers — a software layer that could underpin Qualcomm's automotive Snapdragon Digital Chassis push into on-device and agentic AI for cockpit and driving-assist workloads.
  1. 高通于2026年7月29日完成对 Modular Inc. 的收购,后者是一家 AI 原生软件基础设施公司,其平台可让开发者在 CPU、GPU、NPU 及定制芯片上优化并部署生成式与智能体 AI 工作负载。
  2. Modular 旗下的 Mojo、MAX 和 Modular Cloud 产品将作为独立品牌继续运营,高通将持续投入,交易条款未披露。
  3. Modular 联合创始人兼 CEO Chris Lattner 出任高通先进 AI 软件与平台部执行副总裁,进一步打通高通从终端设备到数据中心的 AI 计算体系——这一软件层有望为高通 Snapdragon 数字座舱平台在座舱与驾驶辅助场景中部署端侧及智能体 AI 提供支撑。
Industry Moves行业动向 EV & Charging电动化与充电China Impact中国势力single source单源

Nio's Mirattery Issues World's First EV Battery-Backed Inter-Institutional REITs蔚来电池运营商Mirattery发行全球首单电池资产类REITs

  1. On July 31, 2026, Mirattery — Nio's battery asset operator — completed issuance on the Shanghai Stock Exchange of the world's first shelf-registered inter-institutional REITs backed by EV batteries, with a first tranche of 337 million yuan ($49.6 million) under a 5 billion yuan shelf quota the exchange approved on July 15.
  2. The underlying assets are EV batteries that Nio offers to car owners under a battery subscription model, and as of end of July Mirattery's battery assets under management had topped 56 GWh.
  3. Shelf registration lets Mirattery "register once, issue in tranches" within a validity period, adding a new instrument to its securitization toolkit as it scales financing for Nio's battery-as-a-service (BaaS) business.
  1. 年7月31日，蔚来电池资产运营商Mirattery在上海证券交易所完成发行全球首单以电动车电池为底层资产的机构间储架式REITs，首期发行规模3.37亿元人民币（约4960万美元），依托上交所7月15日批复的50亿元储架额度。
  2. 该产品底层资产为蔚来面向车主提供的订阅制电池，截至7月末，Mirattery管理的电池资产规模已突破56 GWh。
  3. 储架发行采用"一次注册、分期发行"机制，为Mirattery的资产证券化产品线再添新工具，助力其电池即服务（BaaS）业务的规模化融资。
Industry Moves行业动向 Supply Chain供应链China Impact中国势力✓ 2源 src

Honda's June 2026 Global Production Falls 6.1% YOY as China Output Plunges 66%本田2026年6月全球产量同比下滑6.1%，中国产量暴跌66%

  1. Honda's worldwide production totaled 270,172 units in June 2026, down 6.1% YOY (5th straight monthly decline), as Japan output rose 7.8% YOY to 65,569 units (7th consecutive monthly increase) while production outside Japan fell 9.9% YOY to 204,603 units (6th consecutive monthly decline).
  2. China production collapsed 66.3% YOY to 20,139 units (Asia overall −45.1% to 53,261 units), while North America rose 12.4% YOY to 139,739 units led by USA output up 19.9% YOY to 85,437 units; H1 2026 global production reached 1,679,637 units (−3.3% YOY), with Japan's H1 output up 10.9% YOY — its first H1 increase in two years — even as overseas production fell for a third straight year.
  3. Japan domestic sales jumped 17.5% YOY in June to 57,901 units, lifting H1 2026 domestic sales to 320,593 units, essentially flat YOY (+0.3%) versus 319,695 units in H1 2025.
  1. 本田2026年6月全球产量27.02万辆，同比下滑6.1%（连续第5个月同比下降）；其中日本产量同比增长7.8%至6.56万辆（连续第7个月同比增长），海外产量同比下滑9.9%至20.46万辆（连续第6个月同比下降）。
  2. 分地区看，中国产量暴跌66.3%至2.01万辆（亚洲整体同比−45.1%至5.33万辆），北美产量同比增长12.4%至13.97万辆，其中美国产量同比增长19.9%至8.54万辆；上半年全球总产量167.96万辆，同比下滑3.3%，其中日本上半年产量同比增长10.9%，为两年来首次上半年同比增长，而海外产量则连续第3年同比下降。
  3. 日本国内6月销量同比激增17.5%至5.79万辆，带动上半年国内总销量达32.06万辆，同比基本持平（+0.3%），去年同期为31.97万辆。
Industry Moves行业动向 EV & Charging电动化与充电Smart Cockpit智能座舱✓ 2源 src

Mercedes-Benz unveils redesigned GLA electric SUV in Europe, WLTP range up to 657km奔驰欧洲发布全新一代电动GLA：WLTP续航最高657km

  1. Mercedes-Benz unveiled the fully redesigned GLA compact SUV in Europe, lowering ride height by 20mm while extending the wheelbase 61mm to 2790mm, and introducing on electric models a new-generation "Iconic Grille" combining 608 polycarbonate light points with 158 micro-LEDs that animates in sync with the selected "Aura Sound" soundscape.
  2. The electric GLA reaches up to 657km of range (WLTP) via 800V architecture supporting up to 320kW DC fast charging (10 minutes for up to 270km) and up to 22kW AC charging, with three launch variants: the 165kW GLA 200 electric (58kWh usable LFP battery), the 200kW GLA 250+ electric, and the 260kW GLA 350 4MATIC electric (both with 85kWh usable NMC batteries, the latter accelerating 0-100km/h in 5.4 seconds).
  3. Interior space grows with front/rear footroom up 7mm/38mm and headroom up 23mm/24mm, luggage capacity rising 70L to 410L (1400L with seats folded) alongside standard 40/20/40 split rear seats and an optional full-width MBUX Superscreen (10.25-inch instrument, 14-inch center, 14-inch passenger displays); the three models launch in November 2026, with a 71kWh NMC variant to follow in early 2027.
  1. 奔驰在欧洲发布全面换代的紧凑型SUV新型GLA：车高降低20mm，轴距增加61mm至2790mm，电动版首次采用新一代“标志性格栅”，由608个聚碳酸酯光点与158个微型LED组成，可根据所选“Aura Sound”声景联动灯光动画。
  2. 电动版GLA最大续航达657km（WLTP），基于800V架构支持最高320kW直流快充（10分钟补能最多270km），交流充电最高22kW；首发三款车型为165kW的GLA 200 electric（58kWh可用容量磷酸铁锂电池）、200kW的GLA 250+ electric与260kW的GLA 350 4MATIC electric（均为85kWh可用容量三元锂电池，后者0-100km/h加速5.4秒）。
  3. 车内空间同步升级：前/后排腿部空间分别增加7mm/38mm，前/后排头部空间分别增加23mm/24mm，行李厢容积增加70L至最大410L（后排放倒后达1400L），标配40/20/40比例分割后排座椅，并可选装贯穿仪表台全宽的MBUX超级屏幕（10.25英寸仪表盘、14英寸中控屏、14英寸副驾屏）；三款车型将于2026年11月上市，71kWh三元锂版本预计2027年初推出。
Industry Moves行业动向 EV & Charging电动化与充电China Impact中国势力✓ 2源 src

Tesla Produces 10 Millionth Electric Vehicle, First Pure-EV Maker to Hit the Mark特斯拉产量突破1000万辆，成首家达成此规模的纯电动车企

  1. Tesla has produced its 10 millionth electric vehicle globally; the milestone vehicle, a Model Y in "Diamond Black," rolled off the line at the company's original plant in Fremont, California, making Tesla the first pure-EV maker to reach this production scale.
  2. The pace accelerated sharply: Tesla hit the 1-million-vehicle mark at Fremont in spring 2020, then needed just six years to grow tenfold to 10 million.
  3. CEO Elon Musk congratulated the Tesla team on the "enormous achievement," the article notes, while pointing out that Musk, though often mistaken for the company's founder, actually joined Tesla after its founding and was responsible for driving its subsequent scaling.
  1. 特斯拉全球产量已突破1000万辆，里程碑车型是一辆“钻石黑”配色的Model Y，产自公司位于加州弗里蒙特的原始工厂，特斯拉也由此成为首家达到这一产量规模的纯电动车企。
  2. 增长速度显著加快：特斯拉于2020年春季在弗里蒙特工厂产量突破100万辆，此后仅用六年时间便实现十倍增长达到1000万辆。
  3. 特斯拉CEO埃隆·马斯克对团队达成这一“巨大成就”表示祝贺；文章同时指出，马斯克虽常被误认为公司创始人，但实际上是在公司成立后加入，并主导了此后的规模化扩张。
Industry Moves行业动向 EV & Charging电动化与充电Supply Chain供应链single source单源

Hyundai Ioniq 3 Gets First European Price List: €27,995 in the Netherlands现代Ioniq 3公布欧洲首份价格表，荷兰起售价27,995欧元

  1. Hyundai published its first European price list for the Ioniq 3 electric compact on July 31, 2026, covering the Netherlands rather than Germany, with the base Standard Range trim (42 kWh battery, 344 km range) starting at €27,995.
  2. Positioned as an "Aero Hatch" for the fiercely contested volume segment, the roughly 4.16-meter-long model is designed to compete directly with the Renault 5, Cupra Raval and VW ID. Polo.
  3. Hyundai's pricing closely tracks that of sister model Kia EV2, reflecting the shared platform strategy the two brands use to compete in the entry-level EV segment.
  1. 现代于2026年7月31日首次公布Ioniq 3电动小型车的欧洲价格表，首发市场并非德国而是荷兰，基础版Standard Range（42 kWh电池，续航344公里）起售价为27,995欧元。
  2. Ioniq 3定位为竞争激烈的平民市场中的“Aero Hatch”车型，车长约4.16米，直接对标雷诺5、库普拉Raval和大众ID. Polo。
  3. 该定价与姊妹车型起亚EV2高度接近，体现出现代与起亚在入门级电动车市场共享平台、协同定价的策略。
Industry Moves行业动向 EV & Charging电动化与充电China Impact中国势力single source单源

Wuling's Commuter EV User Base Set to Top 3 Million as Hongguang MINIEV Begins Indonesia Exports五菱微型代步车用户即将突破300万，宏光MINIEV启动印尼出口

  1. SAIC-GM-Wuling announced its full lineup of commuter vehicles is set to exceed 3 million total users, with an August 7 "Colorful Life, Unleash the Fun" event marking the Hongguang MINIEV's sixth anniversary; the fifth-generation Hongguang MINIEV has debuted in Indonesia, launching large-scale overseas exports.
  2. The Hongguang MINIEV has drawn over 1.95 million owners and topped China's A00-segment battery-electric vehicle sales for 71 consecutive months while leading global cumulative micro-NEV sales, and the Bingo series has added more than 750,000 owners.
  3. Since entering short-distance mobility in 2017 with the Baojun E100 and E200, Wuling built out its urban-commuter lineup through the Hongguang MINIEV and Bingo series, and is now extending that low-cost micro-EV model overseas via Indonesia, a bellwether for how Chinese micro-EV playbooks could reach other price-sensitive markets.
  1. 上汽通用五菱宣布旗下微型代步车全系用户总数即将突破300万，8月7日将举办"缤纷生活 释放乐趣"主题活动，恰逢宏光MINIEV上市六周年；第五代宏光MINIEV已在印尼首发，标志着大规模海外出口正式启动。
  2. 宏光MINIEV已积累195万以上车主，连续71个月位居国内A00级纯电动车销量榜首，并在全球微型新能源车累计销量中领先；宾果系列用户超75万。
  3. 五菱自2017年以宝骏E100、E200切入短途出行市场以来，通过宏光MINIEV和宾果系列构建起完整的城市代步产品矩阵，如今借道印尼将这一平价微型电动车模式推向海外，为中国微型电动车打法能否复制到其他价格敏感市场提供了风向标。

Read more · 69 more in Industry Moves →阅读更多 · 行业动向还有 69 条 →

ORG & TALENT组织与人才

View all →查看全部 →
Org & Talent组织与人才 ADAS & AD智能驾驶SDV / E-E软件定义汽车✓ 5源 src

Hyundai Names Ex-Samsung/NVIDIA Executive Kwon Jung-hyun to Head Autonomous Driving Center in Physical AI Hiring Push现代汽车任命前三星/英伟达高管权正贤执掌自动驾驶开发中心，加速Physical AI人才布局

  1. Hyundai Motor Group has hired Vice President Kwon Jung-hyun as head of the Autonomous Driving Development Center under its AVP (Advanced Vehicle Platform) division; Kwon most recently led intelligent robot development at Samsung Electronics and previously led autonomous driving software development and productization at NVIDIA, with experience spanning perception software, deep learning, machine learning and computer vision.
  2. The move follows Hyundai's earlier-2026 hire of Park Min-woo as President, head of the AVP division and CEO of subsidiary 42dot: at NVIDIA, Park built the autonomous driving perception organization and led mass-production projects with global automakers, and at Tesla he led design of the first "Tesla Vision" system, driving the shift from external-solution-based Autopilot to an in-house camera-based deep learning system.
  3. Both hires advance Hyundai's "Physical AI" strategy, which fuses software-defined vehicles (SDV), autonomous driving and robotics into a single technology system, with the group also recruiting additional talent from Tesla, NVIDIA, Apple and Samsung over the past month.
  1. 现代汽车集团任命权正贤副社长为AVP（先进车辆平台）本部旗下自动驾驶开发中心负责人；权正贤此前在三星电子主导智能机器人开发，更早前在英伟达负责自动驾驶软件开发与产品化，在感知软件、深度学习、机器学习、计算机视觉等自动驾驶核心AI技术上均有经验。
  2. 此次任命延续了现代今年早些时候的人事布局——朴珉宇出任AVP本部长（社长）兼旗下子公司42dot代表：他在英伟达组建了自动驾驶感知技术团队并主导与全球整车厂的量产项目，在特斯拉则主导了首代"Tesla Vision"的设计开发，推动Autopilot从依赖外部方案转向自研摄像头深度学习体系。
  3. 两项任命均服务于现代的"Physical AI"战略——将软件定义汽车（SDV）、自动驾驶与机器人技术融合为统一技术体系；现代上月还从特斯拉、英伟达、苹果、三星等公司陆续引进了其他人才。
Org & Talent组织与人才 Supply Chain供应链EV & Charging电动化与充电single source单源

ZF Appoints Sebastian Schmitt to Board of Management, Peter Holdmann to Step Down采埃孚任命Sebastian Schmitt加入董事会，Peter Holdmann将离任

  1. ZF Friedrichshafen AG appointed Sebastian Schmitt, 44, to its Board of Management effective September 1, 2026, giving him oversight of the Electrified Powertrain Technology division he has led since November 2025, plus the Americas region.
  2. Dr. Peter Holdmann, a Board of Management member since May 2024, informed the Supervisory Board, shareholders and CEO that he will not seek to renew his contract for personal reasons and will step down by mutual agreement on August 31, 2026.
  3. As part of the reshuffle, CEO Mathias Miedreich — who previously oversaw Electrified Powertrain Technology, now assigned to Schmitt — will take over the Chassis Solutions division and group R&D from Holdmann, with Supervisory Board Chairman Dr. Rolf Breidenbach thanking Holdmann for his commitment and steady leadership in integrating and developing Chassis Solutions.
  1. 采埃孚（ZF Friedrichshafen AG）任命44岁的Sebastian Schmitt自2026年9月1日起加入董事会，负责其自2025年11月起领导的电动动力总成技术部门，并兼管美洲地区业务。
  2. 自2024年5月起担任董事会成员的Peter Holdmann博士已告知监事会、股东和CEO，因个人原因不再续约，双方将于2026年8月31日经协商一致终止合作。
  3. 此次调整中，此前负责电动动力总成技术部门（现移交Schmitt）的CEO Mathias Miedreich将从Holdmann手中接管底盘解决方案部门及集团研发业务，监事会主席Rolf Breidenbach博士对Holdmann在底盘解决方案部门整合与发展中的投入及稳健领导表示感谢。
Org & Talent组织与人才 ADAS & AD智能驾驶SDV / E-E软件定义汽车single source单源

Hyundai Motor Group Hires Autonomous Driving AI Executive From Nvidia, Samsung to Oversee Core Tech Through Commercialization现代汽车集团招募英伟达、三星出身自动驾驶AI高管，统筹核心技术至商业化全流程

  1. Hyundai Motor Group has hired a senior autonomous driving AI executive with prior experience at Nvidia and Samsung, tasked with overseeing everything from core technology development to commercialization.
  2. The move is part of Hyundai's broader effort to recruit global AI experts to advance its autonomous driving technology and accelerate execution of its future mobility strategy.
  3. It follows a string of key talent hires in the SDV, autonomous driving, and physical AI fields aimed at strengthening the capabilities of Hyundai's Advanced Vehicle Platform (AVP) division.
  1. 现代汽车集团招募了一位曾任职于英伟达和三星的资深自动驾驶AI高管，将统筹从核心技术研发到商业化落地的全流程工作。
  2. 此举是现代汽车集团招揽全球AI专家、推进自动驾驶技术升级、加速未来出行战略执行的举措之一。
  3. 这是现代汽车在SDV、自动驾驶、物理AI领域连续引进核心人才的一部分，旨在强化其先进车辆平台（AVP）本部的整体实力。
Org & Talent组织与人才 ADAS & AD智能驾驶single source单源

Tokyo Subsidizes Bus Drivers ¥10,000/Month Even as Industry Advances Autonomous Driving Trials东京巴士司机每月补贴1万日元，行业却同步推进自动驾驶试验

  1. On June 25, 2026, the Tokyo Metropolitan Government launched the "Bus Driver Retention Support Special Allowance Subsidy," paying eligible drivers in their 1st through 10th year at operators running scheduled route services ¥10,000 per month (¥120,000 per year).
  2. The article argues the raise is unlikely to meaningfully boost recruitment, since bus driver pay nationwide is already widely seen as unsatisfying for the workload, and a recent job ad promising "full weekends off" caused an uproar because bus operators run 365 days a year with shift-based days off unrelated to weekdays or weekends.
  3. The author calls this a policy contradiction: while local government scrambles to retain drivers through subsidies, the bus industry is simultaneously advancing autonomous driving trials, exposing misaligned priorities between short-term labor support and the shift toward automation.
  1. 年6月25日，东京都政府推出「巴士司机定着支援特别手当补助金」，向路线定期运行事业者中入职1至10年的司机每人每月发放1万日元（年计12万日元）。
  2. 文章认为加薪难以带来实质招募效果，因为全国巴士司机薪资本就普遍偏低；此前某业者打出「周六周日完全休息」的招聘广告曾引发热议，原因是巴士行业全年365天运营，司机的公休日按排班制安排，与是否周末无关。
  3. 作者指出这构成政策矛盾：地方政府一边用补助金挽留司机，巴士行业却在同步推进自动驾驶试验，暴露出短期用工纾困与自动化转型目标之间的错位。
Org & Talent组织与人才 ADAS & AD智能驾驶SDV / E-E软件定义汽车single source单源

BMW to Cut About 8,000 Jobs by End of 2027宝马将于2027年底前裁员约8000人

  1. BMW will eliminate about 8,000 jobs — roughly 5% of its workforce — by the end of 2027, primarily in Germany, through a voluntary severance program already agreed with employee representatives.
  2. The BMW Group employed 154,540 people at the end of 2025, the baseline against which the roughly 8,000 cuts represent about a 5% reduction.
  3. The announcement ends BMW's status as an outlier: while rival automakers had already unveiled drastic cost-cutting measures, BMW had until now avoided the need to tighten its belt.
  1. 宝马将于2027年底前裁减约8000个岗位,约占其员工总数的5%,主要集中在德国,通过已与员工代表达成一致的自愿离职计划实施。
  2. 宝马集团截至2025年底共有154,540名员工,约8000人的裁员规模相当于该基数的约5%。
  3. 此举意味着宝马结束了此前的"例外"地位——此前多数竞争对手已宣布大幅削减成本措施,而宝马此前一直未采取类似的紧缩举措。

Mobileye Founder Amnon Shashua to Step Down as CEO After 27 YearsMobileye创始人沙舒亚宣布卸任CEO，执掌27年

  1. Mobileye founder Amnon Shashua has told the board he will step down as CEO once a successor is found, ending a 27-year run that turned the Israeli startup into the industry's largest ADAS supplier; he will become chairman once a new CEO is named and remain a director in the interim, shifting focus to longer-term bets like humanoid robotics.
  2. Shashua took Mobileye public twice — first in 2014 in what was then the largest Israeli IPO ever, then again in 2022 following Intel's 2017 acquisition of the company; Intel still holds roughly 77% of Mobileye.
  3. The leadership change coincided with Mobileye's Q2 earnings: revenue of $508 million was roughly flat year-over-year, but a weak Q3 forecast sent shares down as much as 15%, the company's worst single-day drop since August 2024.
  1. Mobileye创始人沙舒亚（Amnon Shashua）已告知董事会，将在继任者到位后卸任CEO，结束其执掌27年、将这家以色列初创公司打造成行业最大ADAS供应商的历程；新CEO上任后他将转任董事长，过渡期内继续担任董事，并将精力转向人形机器人等长期布局。
  2. 沙舒亚曾两度带领Mobileye上市：2014年首次IPO，是当时以色列史上最大规模IPO；2022年在英特尔2017年收购公司后二次上市；英特尔目前仍持股约77%。
  3. 此次管理层变动恰逢Mobileye发布Q2财报：营收5.08亿美元，同比基本持平，但疲软的Q3业绩指引导致股价单日暴跌最高15%，创2024年8月以来最大单日跌幅。
Org & Talent组织与人才 SDV / E-E软件定义汽车ADAS & AD智能驾驶single source单源

Ford Creates New Product Creation and Industrialization Organization to Scale Next-Gen Vehicles and Technology福特成立“产品创建与工业化”新部门，加速下一代车型规模化落地

  1. Ford has established a new organizational unit named the Product Creation and Industrialization organization, dedicated to next-generation vehicles and technology.
  2. The new unit's mandate is to scale Ford's development and industrialization of next-generation vehicles and related technologies across the company.
  3. The move signals a structural reorganization at Ford aimed at speeding the transition from next-gen vehicle/technology development to mass-market industrialization.
  1. 福特成立了一个名为“产品创建与工业化”（Product Creation and Industrialization）的新组织部门，专注于下一代车型与技术。
  2. 该新部门的职责是推动福特下一代车型及相关技术在全公司范围内的规模化开发与工业化落地。
  3. 此举标志着福特在组织架构上的调整，旨在加快下一代车型/技术从研发到规模化量产的落地速度。
Org & Talent组织与人才 ADAS & AD智能驾驶AIAIsingle source单源

GM Chief Product Officer Sterling Anderson Discusses AI and the Future of Mobility in New GM News Interview通用汽车首席产品官Sterling Anderson接受GM News专访，畅谈AI与出行未来

  1. General Motors named Sterling Anderson, who joined the company in June 2025 as Chief Product Officer, to lead a product team of more than 20,000 people tasked with driving the next generation of automotive innovation.
  2. Anderson joins GM after more than eight years at Aurora Innovation, the autonomous-trucking company he co-founded in 2016, and two years at Tesla where he led development of the Tesla Model X; he holds a Ph.D. in mechanical engineering and robotics from MIT.
  3. In an October 9, 2025 interview with GM News editor-in-chief Eric J. Savitz, Anderson discusses AI and the future of mobility, with the conversation spanning autonomy, software, EVs and batteries, and charging — areas central to GM's product roadmap.
  1. 通用汽车任命Sterling Anderson为首席产品官（2025年6月履新），领导超过20,000人的产品团队，负责推动公司下一代汽车创新。
  2. Anderson此前在自动驾驶卡车公司Aurora Innovation（其于2016年联合创立）任职8年以上，并在特斯拉工作2年、主导Model X的开发；他拥有MIT机械工程博士学位，专攻机器人学。
  3. 在2025年10月9日GM News主编Eric J. Savitz对其进行的专访中，Anderson畅谈AI与出行未来，话题涵盖自动驾驶、软件、电动车与电池、充电等通用汽车产品路线图的核心领域。

RESEARCH & IP研究与专利

View all →查看全部 →
Research & IP研究与专利 SDV / E-E软件定义汽车EV & Charging电动化与充电single source单源

Hyundai and Toyota publish five German patents on data updates, fuel cells, and vehicle display systems现代、丰田在德国专利局公布五项专利,涉及数据更新、燃料电池与车辆显示系统

  1. Hyundai published DE102025102522A1, covering a method and device for updating dynamic and static data, at the German Patent Office within the past 10 days per EPO DOCDB records.
  2. Hyundai also published DE102025123687A1 for a flat fuel cell device, while Toyota published three related filings in the same window: DE102025145243A1 (display system and method), DE102026101811A1 (vehicle-side system and information processing device), and DE102026103260A1 (electrified vehicle).
  3. The cluster of filings signals both automakers' continued patenting activity around fuel cell packaging, in-cabin display architecture, and vehicle data/OTA management—technical building blocks tied to EV powertrain efficiency and software-defined vehicle platforms.
  1. 现代公布专利DE102025102522A1,涉及一种动态与静态数据更新的方法及装置,该信息来自EPO DOCDB近10天内的德国专利公开记录。
  2. 现代还公布了DE102025123687A1(平面燃料电池装置),同期丰田公布三项相关专利:DE102025145243A1(显示系统及方法)、DE102026101811A1(车载系统及信息处理装置)、DE102026103260A1(电动化车辆)。
  3. 这一批专利集中体现两家车企在燃料电池封装、车内显示架构及车辆数据/OTA管理方面的持续专利布局——这些均是电动车动力效率与软件定义汽车平台的关键技术基础。
Research & IP研究与专利 ADAS & AD智能驾驶AIAIsingle source单源

PhiZero Proposes "Physical Language" as a Discrete Alternative to Pixel-Space World ModelsPhiZero提出"物理语言"：以离散表征替代像素空间的世界模型新范式

  1. Researchers Shuyao Shang, Yuqi Wang, Ruopeng Gao, Xu Chen, Tieniu Tan, Lue Fan and Zhaoxiang Zhang introduce PhiZero (arXiv:2607.28624, posted July 30, 2026), a physical world model built around "physical language," a compact discrete representation of world-state transitions.
  2. The team contrasts PhiZero with existing physical world models, which typically predict future video directly in pixel space and leave world dynamics implicit inside high-dimensional visual predictors; PhiZero instead makes state transitions explicit, drawing on humans' ability to abstract predictive structure from visual experience into language for reasoning.
  3. World models that render physical dynamics explicit and discrete are directly relevant to autonomous driving, where interpretable, generalizable prediction of how a scene will evolve underpins trajectory planning and collision-avoidance decisions.
  1. Shuyao Shang、Yuqi Wang、Ruopeng Gao、Xu Chen、Tieniu Tan、Lue Fan和Zhaoxiang Zhang等研究者发布PhiZero（arXiv:2607.28624，2026年7月31日提交），这是一个围绕"物理语言"构建的物理世界模型——一种紧凑的离散表征，用于描述世界状态转换。
  2. 与现有物理世界模型通常直接在像素空间预测未来视频、把世界动力学隐藏在高维视觉预测器内部不同，PhiZero显式建模状态转换，其思路借鉴了人类从视觉经验中抽象出预测结构并用语言组织以进行显式推理的能力。
  3. 这种将物理动力学显式化、离散化的世界模型思路，与自动驾驶高度相关：可解释、可泛化的场景演化预测，是轨迹规划和碰撞规避决策的基础。
Research & IP研究与专利 SDV / E-E软件定义汽车single source单源

Denso Publishes Three German Patents on Vehicle Network Systems电装公布三项车载网络系统德国专利

  1. Denso published three related German patents — DE102025152178A1, DE102025152175A1, and DE102025152181A1 — within the last 10 days, per EPO DOCDB worldwide data.
  2. The filings cover a vehicle network system, its control method, and (in DE102025152181A1) an added manager control device that operates on the vehicle network.
  3. The cluster points to continued Denso R&D on in-vehicle network architecture, a core building block for SDV and centralized electrical/electronic architecture strategies.
  1. 据EPO DOCDB全球数据，电装在过去10天内公布了三项相关德国专利：DE102025152178A1、DE102025152175A1、DE102025152181A1。
  2. 三项专利分别涉及车载网络系统及其控制方法，其中DE102025152181A1还新增了作用于该车载网络的管理控制装置。
  3. 该专利集中公布反映电装在车载网络架构方面的持续研发投入，这是软件定义汽车（SDV）与集中式电子电气架构战略的核心技术基础。
Research & IP研究与专利 EV & Charging电动化与充电single source单源

Toyota Files Two German Patents on Electrode Active-Material Composite Particles丰田两项德国专利聚焦电极活性材料复合颗粒及电池技术

  1. Toyota published patent DE102026101036A1 covering electrode active-material composite particles, an electrode composite material, and a battery.
  2. A companion patent, DE102026101034A1, covers the same composite particles plus a manufacturing method for them, alongside an electrode mixture and battery.
  3. Both filings appeared within the past 10 days per EPO DOCDB worldwide data, and such electrode-particle chemistry work bears directly on EV battery energy density and manufacturing cost—key levers in automakers' electrification competitiveness.
  1. 丰田公开专利DE102026101036A1,内容涉及电极活性材料复合颗粒、电极复合材料及电池。
  2. 配套专利DE102026101034A1在同一复合颗粒基础上,额外涵盖其制备方法,以及电极混合物和电池。
  3. 据欧洲专利局(EPO)DOCDB全球数据,两项专利均在过去10天内公布;此类电极颗粒化学技术直接关系电动车电池的能量密度与制造成本,是车企电动化竞争力的关键要素。
Research & IP研究与专利 ADAS & AD智能驾驶AIAIsingle source单源

QQWorld Replaces Epps-Pulley Regularizer with Quantile-Quantile Matching to Fix Tail-Latent Control in World ModelsQQWorld：用分位数-分位数匹配替代Epps-Pulley正则项，修复世界模型隐空间尾部失控问题

  1. Researchers show that LeWorldModel (LeWM), which regularizes its latent representations toward an isotropic Gaussian using the Epps-Pulley (EP) objective for efficient world-model planning, suffers because EP's corrective gradients rapidly vanish for isolated tail samples, leaving heavy-tailed latent deviations insufficiently controlled.
  2. To address this, Zhoushun Yu, Xiaoyu Hu, and Xiangyu Xu (arXiv:2607.28415v1, submitted July 30, 2026) propose QQWorld, which replaces the EP objective with a quantile-quantile matching objective that directly aligns projected latent samples to the target Gaussian's quantiles, giving more direct control over tail behavior.
  3. Latent world models underpin planning in autonomous systems, so more reliably regularized latent spaces could improve the robustness of trajectory and behavior prediction used in autonomous-driving planning stacks, particularly for rare, tail-distribution driving scenarios.
  1. 研究者指出，LeWorldModel（LeWM）用Epps-Pulley（EP）目标函数将隐空间表示正则化为各向同性高斯分布以支持高效的世界模型规划，但EP对孤立尾部样本的修正梯度会迅速消失，导致重尾偏差得不到有效约束。
  2. 为此，Zhoushun Yu、Xiaoyu Hu、Xiangyu Xu（arXiv:2607.28415v1，2026年7月30日提交）提出QQWorld，用分位数-分位数（quantile-quantile）匹配目标替代EP，直接将投影后的隐空间样本对齐到目标高斯分布的分位数，从而更直接地控制尾部行为。
  3. 隐空间世界模型是自动驾驶等自主系统规划能力的基础，更可靠的隐空间正则化有助于提升轨迹与行为预测在稀有、长尾驾驶场景下的鲁棒性，对自动驾驶规划栈具有潜在价值。
Research & IP研究与专利 ADAS & AD智能驾驶AIAIsingle source单源

New POKEWORLD Testbed Probes Which Physical Parameters Latent World Models Actually Learn新基准POKEWORLD实验揭示隐式世界模型究竟学到哪些物理参数

  1. Researchers Kaizhen Tan, Xin Xu, Siru Tao, Hanzhe Hong, Yang Feng, and Heqing Du (arXiv:2607.27017, submitted 29 Jul 2026, revised 30 Jul 2026) built POKEWORLD, an interactive environment where visually identical objects hide differing mass, drag, and contact stiffness, to test whether predicting the future forces a latent representation to internalize environment physics.
  2. The study uses a certificate-gated protocol that first certifies each physical parameter as recoverable from raw observations before measuring whether a trained latent world model actually encodes that parameter.
  3. Because multimodal latent world models underpin trajectory-prediction stacks in autonomous driving, pinpointing which physical properties they reliably capture directly bears on the safety and accuracy of predicting surrounding vehicles' behavior.
  1. 研究者Kaizhen Tan、Xin Xu、Siru Tao、Hanzhe Hong、Yang Feng、Heqing Du（arXiv:2607.27017，2026年7月29日提交，7月30日修订）构建了交互环境POKEWORLD，其中视觉上相同的物体隐藏着不同的质量、阻力和接触刚度，用以检验“预测未来”这一训练目标是否真的迫使表征内化环境物理规律。
  2. 该研究提出“证书门控”协议：先验证每个物理参数能否从原始观测中被恢复，再检测训练后的隐式世界模型是否真正编码了该参数。
  3. 由于多模态隐式世界模型是自动驾驶轨迹预测的核心组件，弄清这类模型究竟可靠掌握哪些物理属性，直接关系到周围车辆行为预测的安全性与准确性。
Research & IP研究与专利 ADAS & AD智能驾驶AIAIsingle source单源

Bosch publishes EPO patents for object detection and carbon dioxide capture systems博世公布目标检测与二氧化碳捕获系统两项欧洲专利

  1. Bosch had two new patents published by the European Patent Office (EPO) within the past 10 days: EP4782873A1, covering an "object detection method, apparatus, electronic device, product and medium," and EP4782574A2, covering a "carbon dioxide capture system."
  2. EP4782873A1's claims span method, apparatus, electronic device, product and medium layers, indicating Bosch is building full-stack (software-and-hardware) patent protection around its detection/perception technology.
  3. Bosch is a major Tier 1 supplier of autonomous-driving and ADAS sensing systems, so this type of object-detection patent typically relates to its onboard perception algorithm work; the specific application of the CO2 capture patent is not disclosed in the available excerpt.
  1. 博世两项新专利于近10天内经欧洲专利局(EPO)公布：EP4782873A1「目标检测方法、装置、电子设备、产品及介质」专利，以及EP4782574A2「二氧化碳捕获系统」专利。
  2. EP4782873A1的权利要求覆盖方法、装置、电子设备、产品与介质等多个层面，表明博世正围绕其检测/感知技术构建软硬件全栈专利保护。
  3. 博世是自动驾驶与ADAS传感系统的主要一级供应商，此类目标检测专利通常与其车载感知算法研发相关；二氧化碳捕获专利的具体应用领域在现有摘录中未披露。
Research & IP研究与专利 ADAS & AD智能驾驶AIAIsingle source单源

Temporal-Distance JEPA: Learning Plan-Aware Latent World Models from Reward-Free Demonstrations时间距离JEPA：从无奖励演示日志学习规划感知的潜在世界模型

  1. Temporal-Distance JEPA (TD-JEPA) targets a mismatch in Joint-Embedding Predictive Architectures (JEPAs): JEPA-style training optimizes only short-horizon latent prediction, while planning needs a multi-step ranking of imagined futures by goal progress — a ranking prior JEPA planners typically borrowed from latent Euclidean distance in embedding geometry.
  2. Built on the existing LeWM encoder-predictor and SIGReg backbone, TD-JEPA mines a directed temporal cost directly from reward-free offline demonstration logs, using same-trajectory step order as positive targets, cross-trajectory pairs as heuristic negatives, and a rollout-consistency term to align the learned cost with the planner's horizon.
  3. For autonomous driving, this offers a path to train latent model-predictive controllers directly from recorded driving demonstration logs, supporting trajectory planning and vehicle control without pixel-level reconstruction.
  1. 时间距离JEPA（TD-JEPA）针对联合嵌入预测架构（JEPA）的一个错配问题：JEPA式训练只优化短时程的潜在预测，而规划需要按目标进展对多步想象轨迹排序——此前的JEPA规划器通常直接借用潜在空间的欧氏距离作为排序依据。
  2. TD-JEPA保留现有的LeWM编码器-预测器与SIGReg骨干网络，直接从无奖励的离线演示日志中挖掘有向时间成本：以同轨迹内的步骤顺序作为正样本目标、跨轨迹配对作为启发式负样本，并加入前向一致性项使学到的成本与规划时程对齐。
  3. 对自动驾驶而言，该方法为直接从记录的驾驶演示日志训练潜在模型预测控制器提供了路径，可支持轨迹规划与车辆控制，且无需像素级重建。
Research & IP研究与专利 ADAS & AD智能驾驶AIAIsingle source单源

Implicit Causal World Models Learn Multi-Agent Dynamics from Offline Demonstrations隐式因果世界模型：从离线多智能体演示中学习环境动态

  1. Jasorsi Ghosh's paper "Learning Implicit Causal World Models from Multi-Agent Demonstrations" (arXiv:2607.26336v1, submitted 28 Jul 2026) addresses how model-based RL world models often conflate statistical correlations with true causal mechanisms, a problem worsened in multi-agent systems where physical transitions are entangled with strategic agent intents, causing failures under distribution shift.
  2. The proposed Implicit Causal World Models recover environmental dynamics directly from offline demonstrations without requiring pre-defined causal graphs, incorporating policy variance so that the world model becomes discoverable via the sequential backdoor condition, with evaluations conducted across multi-agent coordination tasks.
  1. Jasorsi Ghosh 论文《Learning Implicit Causal World Models from Multi-Agent Demonstrations》（arXiv:2607.26336v1，2026年7月28日提交）指出,基于模型的强化学习中,世界模型训练常将统计相关性与真实因果机制混淆,而在多智能体系统中物理状态转移与策略性意图交织,使该问题在分布漂移下更易失效。
  2. 提出的隐式因果世界模型可直接从离线演示中恢复环境动态,无需预定义因果图,并通过引入策略方差,使世界模型可经由顺序后门条件被发现,评估在多智能体协调任务中进行。
Research & IP研究与专利 AIAIADAS & AD智能驾驶single source单源

INTACT: End-to-End JEPA Enables Search-Free Intent-to-Action World ModelsINTACT：端到端 JEPA 实现无搜索意图到动作的世界模型

  1. Junhan Sun, Hao Zhao, and Guofeng Zhang (submitted 28 Jul 2026) introduce INTACT (INtent-To-ACTion), an end-to-end JEPA world model that turns action-labeled, reward-free trajectories into a deployable intent-to-action interface, removing the expensive test-time search that prior forward latent world models require to recover actions for a desired scene change.
  2. INTACT derives two training signals from the same trajectories — a "physical intent" z_{t+1}-z_t from each observed transition and a "deployment intent" sg(z_g)-z_t from a future goal — processed through an isomorphic four-slot graph architecture shared between the local-motion and goal-motion branches.
  3. For autonomous driving, cutting test-time search out of world-model-based planning matters because real-time vehicle control needs low-latency inference, making this search-free intent-to-action mapping directly relevant to trajectory planning under tight decision-latency budgets.
  1. Junhan Sun、Hao Zhao 与 Guofeng Zhang（论文于2026年7月28日提交）提出 INTACT（INtent-To-ACTion），一种端到端 JEPA 世界模型，将带动作标签、无奖励的轨迹数据转化为可直接部署的「意图到动作」接口，从而免去以往前向潜在世界模型为实现目标场景变化所需的高成本测试时搜索。
  2. INTACT 从同一批轨迹中提取两种训练信号——每次观测到的转移提供「物理意图」z_{t+1}-z_t，未来目标提供「部署意图」sg(z_g)-z_t——并通过局部运动分支与目标运动分支共享的同构四槽图结构统一处理。
  3. 对自动驾驶而言，从基于世界模型的规划中去除测试时搜索至关重要：车辆实时控制要求低延迟推理，因此这种无搜索的意图到动作映射直接关系到严格延迟约束下的轨迹规划能力。
Research & IP研究与专利 AIAIADAS & AD智能驾驶single source单源

GPT-5.1 Shows Emergent Spatial Reasoning as Physical Robot Controller Without Embodiment TrainingGPT-5.1无具身训练担任物理机器人控制器，展现类世界模型的空间推理能力

  1. In an arXiv paper (Spinelli & Martins, submitted 27 Jul 2026, arXiv:2607.23899), researchers used GPT-5.1 as the high-level controller of a physical mobile robot with no prior embodiment, no simulator training, and no sensorimotor experience, feeding it only low-resolution first-person images and a discrete action set to drive navigation and object-directed tasks such as locating and contacting a target toy.
  2. Across multiple trials, GPT-5.1 displayed emergent behaviors consistent with an internal world model, including retaining short-term memory of an object's location after it left the camera's field of view.
  3. World models underpin path planning and decision-making in autonomous driving, so the finding hints that general-purpose LLMs may develop transferable spatial and physical reasoning relevant to future AV control architectures.
  1. 在一篇arXiv论文（Spinelli与Martins，2026年7月27日提交，arXiv:2607.23899）中，研究人员让GPT-5.1在无具身预训练、无仿真环境训练、也无感觉运动经验的情况下担任物理移动机器人的高级控制器，仅提供低分辨率第一人称图像和离散动作集，执行导航及“寻找并接触目标玩具”等以物体为目标的任务。
  2. 在多次试验中，GPT-5.1表现出与内在世界模型一致的涌现行为，包括在目标物体离开摄像头视野后仍能保持对其位置的短期记忆。
  3. 世界模型是自动驾驶路径规划与决策的核心基础，这一发现提示通用大语言模型可能发展出可迁移至未来自动驾驶控制架构的空间与物理推理能力。
Research & IP研究与专利 ADAS & AD智能驾驶single source单源

IIHS Study: Waymo Robotaxi Accident Rate 68% Lower Than Human DriversIIHS研究：Waymo自动驾驶出租车事故率比人类驾驶员低68%

  1. The Insurance Institute for Highway Safety (IIHS) published a study reporting that Waymo's robotaxi service has a 68% lower accident rate than human-driven vehicles.
  2. The 68% figure is IIHS's headline comparison metric contrasting Waymo's autonomous ride-hailing operations against average human driving performance.
  3. As an independent safety research body, IIHS's finding adds an outside data point to the broader debate over L4 robotaxi safety and commercialization.
  1. 美国公路安全保险协会（IIHS）发布研究，指出Waymo自动驾驶出租车的事故率比人类驾驶员低68%。
  2. %这一数字是IIHS对比Waymo自动驾驶出行服务与人类平均驾驶表现得出的核心指标。
  3. 作为独立第三方安全研究机构，IIHS此次发布为L4级自动驾驶出租车的安全性与商业化争论提供了外部数据参照。
Research & IP研究与专利 ADAS & AD智能驾驶AIAIsingle source单源

DriveDNA: 4,121-Drive Naturalistic Dataset Reveals Vehicle and Road Shortcuts in Driving-Style RecognitionDriveDNA自然驾驶数据集:4121次行程揭示驾驶风格识别中的车辆/路况捷径问题

  1. Researchers released DriveDNA, a large-scale naturalistic driving benchmark for driving-style identification comprising 4,121 drives from 465 drivers across 115 vehicle models, totaling 975 hours of human-controlled driving with synchronized CAN-bus and forward-video data, evaluated across 30 baseline configurations under one unified framework.
  2. Learned representations reach 93.5% AUROC on unseen-driver re-identification versus 70.7% for classical descriptors, and retain 81.1% accuracy under condition-matched evaluation where the classical descriptors collapse to chance level.
  3. A video-only model matches CAN-based re-identification at 93.7% but predicts the driving route at 347× chance level, and its accuracy collapses to 67.5% once vehicle/road conditions are matched — showing that seemingly strong driver-recognition performance can be a shortcut based on route or vehicle rather than genuine driving style.
  1. 研究团队发布DriveDNA,一个用于驾驶风格识别的大规模自然驾驶基准数据集,包含465位驾驶员在115种车型上的4121次行程,总计975小时人工驾驶数据(CAN总线+前向摄像头同步采集),并在统一框架下测试了30种基线配置。
  2. 学习到的表征在未见驾驶员重识别任务上达到93.5% AUROC,远超经典描述符的70.7%;在条件匹配评估下仍保持81.1%的准确率,而经典描述符则降至随机水平。
  3. 一个仅用视频的模型在重识别任务上达到93.7%,与CAN数据模型持平,但其路线预测准确率高达随机水平的347倍,一旦车辆/路况条件被匹配对齐,准确率骤降至67.5%——说明表面上很强的驾驶员识别能力,可能只是利用了路线或车辆的捷径,而非真实的驾驶风格。
Research & IP研究与专利 ADAS & AD智能驾驶AIAIsingle source单源

Paper Proposes Adaptive Semantic Gaussian Allocation to Improve 3D Occupancy Prediction论文提出自适应语义高斯分配法，改进3D占用预测

  1. Kanglin Ning and six co-authors (Yiran Zhao, Wenrui Li, Houde Quan, Qifan Li, Xingtao Wang, Xiaopeng Fan) posted "Learning Adaptive Semantic Gaussian Allocation for 3D Occupancy" to arXiv (arXiv:2607.21896v1, cs.CV) on July 24, 2026.
  2. The paper targets semantic 3D Gaussian representations, which render semantic primitives into a voxel volume under voxel-wise supervision for 3D semantic occupancy prediction; it notes that while recent methods improved primitive shape flexibility, geometry-guided initialization, and progressive densification, none has explicitly addressed how to select the most useful Gaussians, the gap this paper's adaptive allocation approach targets.
  3. D semantic occupancy prediction underpins autonomous-driving perception stacks, so an allocation method that concentrates limited Gaussian primitives on the most informative regions could improve real-time occupancy accuracy under the compute budgets of onboard AD/ADAS systems.
  1. 宁康林（Kanglin Ning）等7位作者于2026年7月24日在arXiv发表论文《Learning Adaptive Semantic Gaussian Allocation for 3D Occupancy》（arXiv:2607.21896v1，cs.CV分类），合著者包括Yiran Zhao、Wenrui Li、Houde Quan、Qifan Li、Xingtao Wang、Xiaopeng Fan。
  2. 论文聚焦语义3D高斯表示——通过体素级监督将语义基元渲染进体素空间以完成3D语义占用预测；文中指出，现有方法虽在基元形状灵活性、几何引导初始化和渐进式致密化上有所改进，但均未明确解决“如何选择最有用的高斯基元”这一分配问题，这正是本文自适应分配方法要解决的空白。
  3. D语义占用预测是自动驾驶感知栈的基础能力，将有限的高斯基元集中分配到信息量最大的区域，有望在车载AD/ADAS系统的算力约束下提升实时占用预测精度。

COMMERCIAL DEPLOYMENT商业化落地

View all →查看全部 →
Commercial Deployment商业化落地 SDV / E-E软件定义汽车Supply Chain供应链✓ 2源 src

ECARX-Backed SiEngine Secures $200M Equity Financing for SDV Chip ExpansionECARX 旗下芯擎科技完成 2 亿美元股权融资，扩产 SDV 车规芯片

  1. SiEngine Technology, the automotive semiconductor company incubated by ECARX Holdings (Nasdaq: ECX), secured US$200 million in new equity capital from institutional investors over H1 2026, a milestone funding round for one of China's top vehicle-grade chip designers.
  2. SiEngine was co-founded in 2018 by ECARX and Arm China and, after eight years of collaboration, has grown into an independent automotive semiconductor enterprise with ECARX remaining its largest single shareholder.
  3. The new capital will fund SiEngine's next-phase R&D and production capacity expansion, reinforcing ECARX's vertical silicon-to-software integration strategy for its full-stack software-defined-vehicle (SDV) ecosystem.
  1. ECARX Holdings（纳斯达克代码：ECX）孵化的车规芯片公司芯擎科技，在 2026 年上半年获得机构投资者 2 亿美元新一轮股权融资，成为中国头部车规半导体设计公司的重要融资里程碑。
  2. 芯擎科技由 ECARX 与 Arm 中国于 2018 年共同创立，历经八年合作已发展为独立运营的汽车半导体企业，ECARX 目前仍是其最大单一股东。
  3. 本轮融资将用于支持芯擎科技下一阶段的研发投入和产能扩张，进一步强化 ECARX 面向全栈 SDV 生态的芯软垂直整合战略。
Commercial Deployment商业化落地 ADAS & AD智能驾驶China Impact中国势力✓ 2源 src

Li Auto Delivers 30,468 Vehicles in July, Launches Localized Li L9 Production in Kazakhstan理想汽车7月交付30,468辆，全新L9进入哈萨克斯坦并启动本地化生产

  1. Li Auto delivered 30,468 vehicles in July 2026, pushing cumulative deliveries to 1,764,155 units as of July 31, 2026.
  2. The company launched the new Li L6 in July, cumulative Li L9 deliveries surpassed 300,000 units, and on July 15 Li Auto introduced the all-new Li L9 to Kazakhstan and began localized production there.
  3. A late-July OTA update upgraded intelligent assisted driving for 2026 models, and as of July 31 Li Auto operated 490 retail stores in 159 cities, 536 servicing centers plus authorized shops across 219 cities, and 4,141 super charging stations with 22,841 charging stalls in China.
  1. 理想汽车7月交付30,468辆，截至7月31日累计交付量达1,764,155辆。
  2. 公司7月推出全新理想L6，理想L9累计交付突破30万辆，并于7月15日将全新L9引入哈萨克斯坦，同步启动当地本地化生产。
  3. 月下旬的OTA更新升级了2026款车型的智能辅助驾驶能力，截至7月31日理想汽车已在159个城市运营490家零售店，在219个城市设有536家服务中心及授权服务网点,并在中国建成4,141座超充站,配备22,841根充电桩。
Commercial Deployment商业化落地 ADAS & AD智能驾驶EV & Charging电动化与充电single source单源

Horizon Robotics, Volkswagen Partner on Multiple Mass-Produced EVs地平线机器人与大众汽车合作，推进多款量产电动车型

  1. Per the original headline, Horizon Robotics has entered a partnership with Volkswagen to deploy its technology across multiple mass-produced electric vehicle models.
  2. The source article page returned a 404 error, so specific vehicle models, launch timeline, and the technical scope of the Horizon–Volkswagen integration remain unconfirmed.
  3. The tie-up reflects the broader trend of Chinese ADAS/AI chip suppliers being integrated into global OEM production lines, with Volkswagen among the multinational automakers adopting China-developed autonomous-driving compute for mass-market EVs.
  1. 据原始标题，地平线机器人已与大众汽车达成合作，将在多款量产电动车型中部署其技术。
  2. 源文章页面返回404错误，具体车型、上市时间表及地平线与大众技术集成的细节尚无法核实。
  3. 该合作体现了中国自动驾驶/AI芯片供应商加速融入全球车企量产体系的趋势，大众汽车成为在量产大众市场电动车中采用中国自动驾驶计算方案的跨国车企之一。
Commercial Deployment商业化落地 ADAS & AD智能驾驶single source单源

Zoox Becomes First Company to Win US Approval for Paid Driverless Robotaxi RidesZoox获美国NHTSA批准，成为首家可收费提供无方向盘无人驾驶出租车服务的公司

  1. Amazon-owned Zoox became the first company granted a temporary NHTSA exemption from federal rules requiring human controls, allowing it to charge passengers for rides in a purpose-built robotaxi with no steering wheel or pedals, launching first in Las Vegas with other markets to follow as state approvals are secured.
  2. The two-year exemption permits deployment of up to 2,500 vehicles annually and covers portions of eight Federal Motor Vehicle Safety Standards, while barring Zoox from selling the vehicles to the public and requiring all remote operators to be based in the US and operating-area maps to be published.
  3. NHTSA is attaching extra reporting duties on Zoox covering crashes and inappropriate stops as conditions of the exemption.
  1. 亚马逊旗下Zoox获得美国NHTSA临时豁免，成为首家获准在无方向盘、无踏板的专用无人驾驶车上收费载客的公司，服务首先在拉斯维加斯启动，其他市场将随各州审批陆续跟进。
  2. 该两年期豁免允许Zoox每年最多部署2,500辆车，涵盖8项联邦机动车安全标准的部分条款，同时规定Zoox不得向公众出售该车型，所有远程操作人员须在美国境内，并须公开运营区域地图。
  3. NHTSA为该豁免附加了额外上报义务，要求Zoox就事故及不当停车情况进行报告。
Commercial Deployment商业化落地 ADAS & AD智能驾驶single source单源

NHTSA Grants Zoox First US Approval to Charge for Rides in Robotaxis Without Human ControlsNHTSA批准Zoox：美国首次允许无人工控制车辆商业收费载客

  1. NHTSA granted Amazon-owned Zoox a temporary exemption, announced Thursday, to commercially deploy its purpose-built robotaxis — the first time the agency has approved a vehicle without traditional human controls to charge passengers for rides.
  2. The exemption covers up to 2,500 vehicles annually over two years and is subject to what NHTSA calls an "enhanced, adaptable oversight structure that can evolve as Zoox's technology advances."
  3. The ruling is part of a broader set of NHTSA actions to accelerate autonomous vehicle development in the US and removes what the agency describes as the last major federal regulatory barrier to commercial driverless robotaxi service.
  1. NHTSA于周四宣布，批准亚马逊旗下Zoox的临时豁免，允许其专为无人驾驶设计的机器人出租车开展商业化运营——这是该机构首次批准无传统人工控制装置的车辆付费载客。
  2. 豁免覆盖两年内每年最多2500辆车，且需接受NHTSA所称"可随Zoox技术进步而演进的强化、灵活监管框架"。
  3. 该裁决是NHTSA一揽子加速美国自动驾驶发展举措的一部分，并被该机构称为扫清了商业无人驾驶出租车服务的最后一道联邦监管障碍。
Commercial Deployment商业化落地 ADAS & AD智能驾驶China Impact中国势力✓ 3源 src

Venucia Partners With Hellobike Robotaxi for Mass-Produced Autonomous Taxi Delivery启辰携手哈啰Robotaxi 自动驾驶出租车量产交付

  1. Chinese automotive brand Venucia (启辰) has partnered with ride-hailing platform Hellobike's Robotaxi service, marking mass-production delivery of autonomous taxis under the collaboration.
  2. The tie-up pairs an automaker's manufacturing scale-up with a mobility platform's robotaxi operating network, moving the project from pilot testing to production delivery.
  3. The deal adds Venucia and Hellobike to the growing list of automaker-mobility platform pairings pursuing commercial autonomous taxi deployment in China, underscoring the automotive industry's shift toward scaled self-driving ride-hailing.
  1. 中国汽车品牌启辰与哈啰出行旗下Robotaxi业务达成合作,实现自动驾驶出租车的量产交付。
  2. 此次合作将主机厂的量产制造能力与出行平台的Robotaxi运营网络相结合,推动项目从试点测试迈向量产交付阶段。
  3. 启辰与哈啰的合作进一步扩充了中国主机厂与出行平台联手布局自动驾驶出租车商业化的阵营,反映汽车行业正加速向规模化自动驾驶出行迈进。
Commercial Deployment商业化落地 ADAS & AD智能驾驶✓ 2源 src

NHTSA Clears Zoox's Robotaxi for Commercial Use With 2,500-Vehicle Annual Cap; Tesla's Cybercab Takes a Different Regulatory PathNHTSA批准Zoox机器人出租车商业化部署，年度上限2500辆；特斯拉Cybercab走不同合规路线

  1. NHTSA is pushing to expand autonomous vehicles on U.S. roads and granted Zoox a temporary approval to commercially deploy its custom-built robotaxis, which have no steering wheel or pedals.
  2. The approval comes with a major catch: for the next two years, Zoox is capped at putting just 2,500 vehicles on the road annually.
  3. Tesla is taking a completely different, more scalable route with its Cybercab, avoiding the need to seek a special exemption from federal safety rules by instead building the vehicle to comply with them.
  1. NHTSA正大力推动更多自动驾驶车辆上路，向Zoox发放临时许可，允许其定制化(无方向盘、无踏板)机器人出租车实现商业化部署。
  2. 该批准附带重要限制：未来两年内，Zoox每年上路车辆数被严格限定在2500辆以内。
  3. 特斯拉Cybercab则采取完全不同、更具可扩展性的路线，不寻求绕开联邦安全法规的特殊豁免，而是直接将车辆设计为符合现行标准。
Commercial Deployment商业化落地 ADAS & AD智能驾驶China Impact中国势力single source单源

Hainan-Backed Maple-Leaf Mobility Wins Oman's National Autonomous Driving Commercialization License海南澄迈系企业枫叶出行获阿曼国家级自动驾驶商业化牌照

  1. On July 24 local time, Oman's Ministry of Transport, Communications and Information Technology (MTCIT) issued Maple-Leaf Mobility a national-level pilot access letter and exclusive commercialization approval — the first AV commercialization license ever granted at the national-government level to a company globally — with Hainan's Haicheng Investment, a participant in Maple-Leaf's Series B round, having helped enable the deal.
  2. The authorization covers robotaxis, robobuses, and autonomous logistics vehicles, with the pilot launching first in Oman's Salalah Airport area before expanding nationwide; Maple-Leaf already operates across 50-plus Chinese cities with over 2,000 service outlets and a fleet exceeding 5,000 vehicles.
  3. The deal follows a June 2026 on-site inspection by an Oman MTCIT delegation of Maple-Leaf's Beijing operations center and robotaxi/robobus road tests in Haikou, and is framed as a Belt and Road cooperation milestone and a step toward Oman's 'Vision 2040' goal of reducing oil dependency.
  1. 当地时间7月24日，阿曼苏丹国交通、通信和信息技术部（MTCIT）正式向枫叶出行颁发国家级自动驾驶试点准入函和独家商业化运营批复，这是全球首个由国家层面向企业发放的自动驾驶商业化牌照；枫叶出行B轮投资方之一、海南海澄投资有限公司深度参与促成此次合作。
  2. 授权产品矩阵涵盖无人驾驶出租车、无人小巴及无人智能物流车，试点将率先在阿曼塞拉莱机场片区启动、后续逐步拓展至阿曼全国；枫叶出行目前已在国内布局50余个中心城市、超2000个服务网点，车队规模超5000辆。
  3. 此次合作源于2026年6月阿曼MTCIT代表团访华期间对枫叶出行北京运营中心的实地考察及海口无人驾驶公交、出租车的路测认证，被视为高质量共建'一带一路'的成果，也是阿曼落实摆脱石油依赖的'2040愿景'的关键举措。
Commercial Deployment商业化落地 ADAS & AD智能驾驶China Impact中国势力single source单源

Changan Deepal Opens Pre-Sales for Revamped S05 SUV With LiDAR长安深蓝S05升级版开启预售，高配车型搭载激光雷达

  1. Changan Deepal opened pre-sales for the revamped S05 SUV on July 30, 2026, priced from 119,900 yuan ($17,660) to 151,900 yuan, with higher-trim models equipped with LiDAR.
  2. The updated S05 also gains a 3nm cockpit chip, upgrading both its assisted-driving and in-car infotainment systems.
  3. Deepal, Changan's EV brand, sold 164,156 vehicles in the first half of 2026, up 14.6% year-on-year, underscoring the model line's importance to the brand's mass-market push.
  1. 长安深蓝于2026年7月30日启动S05升级版预售，价格区间为119,900元（约1.766万美元）至151,900元，高配车型搭载激光雷达。
  2. 升级版S05同时换装3纳米座舱芯片，全面升级辅助驾驶与车机系统。
  3. 深蓝作为长安旗下新能源品牌，2026年上半年销量达164,156辆，同比增长14.6%，凸显该车型对品牌大众化战略的重要性。
Commercial Deployment商业化落地 ADAS & AD智能驾驶single source单源

Tesla Robotaxi Caught Driving Wrong-Way in Tampa, Drawing Safety and Regulatory Scrutiny特斯拉机器人出租车坦帕市逆向行驶被曝光，引发安全与监管审视

  1. A Tesla Robotaxi was reported driving the wrong way on a road in Tampa, Florida, according to local station WFLA.
  2. The wrong-way incident has drawn scrutiny over the reliability of the vehicle's autonomous driving system and over Tesla's deployment protocols in the city.
  3. The case feeds into broader safety and regulatory debates as robotaxi services expand into more U.S. urban areas without clear oversight frameworks.
  1. 据当地电视台WFLA报道，一辆特斯拉机器人出租车在佛罗里达州坦帕市被发现逆向行驶。
  2. 这起逆行事件令外界对该车自动驾驶系统的可靠性及特斯拉在当地的部署规范产生质疑。
  3. 随着机器人出租车服务在美国更多城市扩张、监管框架仍不明确，该事件进一步加剧了业界对安全与监管问题的争议。
Commercial Deployment商业化落地 ADAS & AD智能驾驶China Impact中国势力✓ 5源 src

Freenow Partners Baidu's Apollo Go for London Robotaxi Trial, Public Service Set for 2027Freenow携手百度萝卜快跑伦敦启动Robotaxi测试，2027年面向公众开放

  1. Freenow, a European mobility platform operating in 150 cities, partners with Baidu's Apollo Go to launch robotaxi testing in London's Brent Borough, with fully driverless public service planned for 2027 via the Freenow app.
  2. Testing uses Baidu's latest Apollo RT6 vehicle with multiple safety redundancy systems and an onboard safety operator monitoring each car; the project is projected to cut empty-mile driving by over 30%, lowering urban transport carbon emissions.
  3. The tie-up pairs Baidu's full-stack autonomous driving stack with Freenow's operational network; CEO Thomas Zimmermann says the goal is a 'human-machine collaboration' model that shifts professional drivers from intensive driving into higher-value dispatch and customer-service roles.
  1. 欧洲出行平台Freenow(运营网络覆盖欧洲150个城市)与百度旗下自动驾驶品牌萝卜快跑(Apollo Go)达成合作,在伦敦布伦特区启动Robotaxi测试,计划2027年通过Freenow应用向公众开放完全无人化用车服务。
  2. 测试车型为百度最新的Apollo RT6,配备多重安全冗余系统,每辆车配备专业安全操作员实时监控运行状态;项目预计可减少30%以上的空驶里程,降低城市交通碳排放。
  3. 合作采用"技术+平台"双重赋能模式,百度提供全栈自动驾驶方案,Freenow整合运营网络;首席执行官托马斯·齐默曼(Thomas Zimmermann)表示,目标是构建"人机协同"出行生态,让专业司机从高强度驾驶转向车辆调度、乘客服务等更高价值岗位。
Commercial Deployment商业化落地 ADAS & AD智能驾驶✓ 2源 src

Tesla's Orlando Robotaxi Service Skips Disney World and Universal Studios特斯拉奥兰多无人出租车服务不覆盖迪士尼世界与环球影城

  1. Tesla is running a robotaxi service in Orlando, Florida, operating within a defined geographic service area rather than citywide.
  2. The service explicitly excludes Orlando's biggest tourist draws, Disney World and Universal Studios, from its coverage zone.
  3. The report does not specify which residential or commercial neighborhoods the robotaxi currently serves.
  1. 特斯拉在佛罗里达州奥兰多运营无人出租车（robotaxi）服务，服务区域为限定范围，并非覆盖全市。
  2. 该服务明确不覆盖迪士尼世界（Disney World）和环球影城（Universal Studios）这两大热门旅游目的地。
  3. 报道未披露该服务当前具体覆盖的居民区或商业区名称。
Commercial Deployment商业化落地 ADAS & AD智能驾驶China Impact中国势力single source单源

Momenta Wins Shenzhen Driverless Test Permit as R7 World-Model Robotaxi Path EmergesMomenta获深圳无人车路测证，R7世界模型驱动Robotaxi量产路径浮现

  1. Momenta has been granted a permit to conduct driverless (no safety driver) road testing in Shenzhen, China.
  2. The permit is tied to Momenta's R7 platform, which uses a world-model architecture to power its autonomous driving and robotaxi capabilities.
  3. The approval marks a concrete step toward mass production and commercial robotaxi deployment for Momenta's world-model-based technology stack.
  1. Momenta获得在深圳开展无人（无安全员）道路测试的许可证。
  2. 该许可与Momenta的R7平台相关，R7采用世界模型架构驱动其自动驾驶与Robotaxi能力。
  3. 此次获批标志着Momenta基于世界模型的技术栈向量产和商业化Robotaxi部署迈出具体一步。
Commercial Deployment商业化落地 ADAS & AD智能驾驶single source单源

Waymo Resumes Freeway Rides in Phoenix, More Cities to Follow After Software FixWaymo恢复凤凰城高速载客，软件升级后多城将陆续跟进

  1. On July 29, 2026, Waymo announced it is resuming freeway robotaxi operations in Phoenix — its first driverless ride-hailing market — after a pause of more than two months triggered by how its vehicles behaved near construction zones.
  2. A Waymo spokesperson told TechCrunch that Los Angeles and the San Francisco Bay Area would add freeway routes in the coming days, following software updates that enhance scene recognition and routing around freeway construction zones.
  3. The restart comes as robotaxi operators face increased scrutiny over vehicle behavior in high-traffic situations and around emergency responders, with Rep. Kevin Mullin (D-Calif.) this week proposing a bill directing federal regulators to establish minimum national standards.
  1. 年7月29日，Waymo宣布在凤凰城——其首个无人驾驶网约车市场——恢复高速公路运营，此前因无人车在施工区附近的行为表现，高速行驶已暂停逾两个月。
  2. Waymo发言人向TechCrunch表示，洛杉矶和旧金山湾区将在未来几天内跟进开通高速路线，此次恢复得益于提升施工区场景识别与路径规划能力的软件更新。
  3. 此次恢复正值无人驾驶出租车运营商在高流量场景及应急车辆周边行为受到监管加强审视之际，本周众议员Kevin Mullin（民主党-加州）提出法案，要求联邦监管机构制定最低国家标准。
Commercial Deployment商业化落地 ADAS & AD智能驾驶China Impact中国势力✓ 5源 src

CaoCao Mobility Officially Launches Driverless Robotaxi Testing in Hangzhou曹操出行杭州滨江区正式启动无人驾驶Robotaxi路测

  1. CaoCao Mobility announced on July 27, 2026 that it has officially launched testing for its Robotaxis without a human safety driver behind the wheel, conducted on real urban roads in Hangzhou's Binjiang District.
  2. The trials use a station-based dispatching mechanism designed to verify the stability and reliability of driverless operations under controlled, small-scale conditions.
  3. All test vehicles are now fully integrated into the "CaoCao Smart RAS Remote Safety Service Platform" for remote safety monitoring and support.
  1. 曹操出行7月27日宣布正式启动无人驾驶（无安全员）Robotaxi测试，测试在杭州滨江区真实城市道路上进行。
  2. 本次测试采用站点化调度机制，旨在小规模可控条件下验证无人驾驶运营的稳定性与可靠性。
  3. 所有测试车辆现已全部接入"曹操Smart RAS远程安全服务平台"，实现远程安全监控与支持。
Commercial Deployment商业化落地 ADAS & AD智能驾驶single source单源

Tesla claims FSD Supervised is 5.2x (+420%) safer than manual driving over 65 million km in five EU countries特斯拉称FSD Supervised在欧洲五国65百万公里数据中比人工驾驶安全5.2倍（+420%）

  1. A July 28, 2026 post (via Polymarket on X) states Tesla has disclosed that FSD Supervised has been +420% — i.e. 5.2x — safer than manual driving, based on 65 million kilometers of driving across five European Union countries.
  2. Tesla's data reportedly shows the 5.2x safety margin held over the most recent four-month period, meaning the advantage has been sustained rather than a one-off spike since the metric started being tracked.
  3. If the self-reported figures hold up under independent scrutiny, they would give European regulators and rival OEMs a rare production-scale safety benchmark to weigh when setting approval thresholds and marketing claims for supervised autonomous driving.
  1. 据2026年7月28日经Polymarket在X平台转发的消息，特斯拉披露FSD Supervised安全性比人工驾驶高出420%，即达到5.2倍，数据基于欧盟五国合计65百万公里的驾驶里程。
  2. 特斯拉方面称最近四个月内这一5.2倍安全优势保持稳定，而非短期波动，显示该数据具有持续性。
  3. 若这一自我披露的数据能经受住独立核实，将为欧洲监管机构及其他整车厂提供罕见的量产级安全基准，用于制定监督式自动驾驶的审批门槛与宣传口径参考。
Commercial Deployment商业化落地 ADAS & AD智能驾驶single source单源

CarbonCredits.com Weighs In: Tesla vs. Waymo in the Robotaxi RaceCarbonCredits.com 述评:特斯拉对阵 Waymo 的无人出租车之争

  1. CarbonCredits.com published a comparison piece titled "Tesla vs. Waymo: Who Will Win the Robotaxi Race?", framing the two companies as head-to-head rivals in autonomous ride-hailing.
  2. The scraped article body contains only site navigation and section links (carbon, nickel, lithium, titanium, copper, uranium, aluminum price pages, etc.), with no extractable text on specific robotaxi operations, cities, fleet sizes, or dates.
  1. CarbonCredits.com 发表述评文章《Tesla vs. Waymo: Who Will Win the Robotaxi Race?》,将两家公司定位为无人出租车领域的正面竞争对手。
  2. 抓取到的正文实际只是网站导航和栏目链接(碳、镍、锂、钛、铜、铀、铝等大宗商品价格页面等),不含关于具体运营城市、车队规模或时间节点的可提取信息。
Commercial Deployment商业化落地 ADAS & AD智能驾驶single source单源

Waymo robotaxis in Austin rack up nearly $10,000 in parking ticketsWaymo奥斯汀无人出租车停车罚单累计近1万美元

  1. Waymo's autonomous robotaxi fleet operating in Austin, Texas has accumulated nearly $10,000 in parking tickets, per a report from Planetizen.
  2. The fines stem from routine municipal parking enforcement being applied to Waymo's driverless vehicles as they operate on Austin's public streets.
  3. The case illustrates a recurring compliance friction point for robotaxi operators scaling driverless fleets in U.S. cities, where local parking and municipal codes were not originally designed for autonomous operations.
  1. 据 Planetizen 报道，Waymo 在得克萨斯州奥斯汀运营的自动驾驶机器人出租车车队已累计收到近1万美元的停车罚单。
  2. 这些罚单源于市政部门对 Waymo 无人驾驶车辆在奥斯汀公共道路上的常规停车执法。
  3. 该案例反映出机器人出租车运营商在美国各城市扩大无人车队规模时面临的合规摩擦——当地停车与市政法规原本并非为自动驾驶运营而设计。
Commercial Deployment商业化落地 ADAS & AD智能驾驶China Impact中国势力✓ 2源 src

Momenta Confirms Robovan Entry, Expanding Beyond Robotaxis in SuzhouMomenta 官宣进军无人货车业务，苏州拓展机器人出租车之外场景

  1. Momenta (HKEX: 6880) officially confirmed its entry into the robovan business, with vehicles already operating express and overnight delivery routes in Xiangcheng District, Suzhou — the company's headquarters city — as of 2026.
  2. The robovans run on Momenta's in-house R7 world model, extending the same autonomous driving stack used in its robotaxi business into logistics delivery.
  3. The expansion aims to spread Momenta's autonomous driving capabilities across more commercial scenarios to help absorb its heavy upfront R&D spending.
  1. Momenta（港股：6880）官方确认进军无人货车业务，2026年内车辆已在其总部所在地苏州相城区运营快递与隔夜配送路线。
  2. 该无人货车基于 Momenta 自研的 R7 世界模型打造，将其机器人出租车业务同源的自动驾驶技术栈延伸至物流配送场景。
  3. 此举旨在将自动驾驶能力拓展至更多商业场景，以分摊前期高额研发投入。
Commercial Deployment商业化落地 ADAS & AD智能驾驶single source单源

Tesla Robotaxi and Waymo Both Expand Into Tampa, Florida特斯拉Robotaxi与Waymo同步进军佛罗里达坦帕

  1. CleanTechnica writer Paul Fosse documented test rides in both Tesla's new Robotaxi service and a Waymo vehicle he encountered in Tampa, Florida, as both companies expand operations into the city.
  2. On Tuesday, July 21, 2026, Fosse spent an hour trying to hail a Tesla Robotaxi but only received a "High Service Demand" message, caused by too few cars for the number of requests; he succeeded on a return attempt around noon on Sunday, July 26, when traffic and apparent demand were lower.
  3. The same morning, Fosse also spotted a Waymo vehicle on his way to church, underscoring that Tesla and Waymo are simultaneously scaling up real-world robotaxi availability in the same new US metro market even as both still face supply constraints.
  1. CleanTechnica作者Paul Fosse记录了自己在佛罗里达坦帕分别试乘特斯拉新推出的Robotaxi服务和偶遇的Waymo车辆的经历，反映两家公司正同步在该市扩张。
  2. 年7月21日周二，Fosse花了一小时尝试呼叫特斯拉Robotaxi，但因请求过多、车辆不足只收到"High Service Demand"（服务需求过高）提示；直到7月26日周日中午再次尝试，趁交通和需求较低时才成功打到车。
  3. 同一天上午，Fosse在前往教堂途中还偶遇了一辆Waymo车辆，说明特斯拉与Waymo正在同一新兴美国城市市场同步扩大真实运营覆盖，但双方目前仍面临运力不足的问题。

Read more · 5 more in Commercial Deployment →阅读更多 · 商业化落地还有 5 条 →

REGULATION & STANDARDS政策与标准

View all →查看全部 →
Regulation & Standards政策与标准 Supply Chain供应链single source单源

NHTSA Opens Probe Into 1.2M Tesla Model 3, Model Y Over Front Suspension FailuresNHTSA 就前悬挂故障问题调查120万辆特斯拉Model 3、Model Y

  1. NHTSA's Office of Defects Investigation (ODI) opened a preliminary evaluation on Jul 31, 2026 into roughly 1.2 million Tesla vehicles — 2018-2020 Model 3 and 2021-2023 Model Y — after receiving 156 complaints of a front suspension component detaching while driving.
  2. The complaints center on the front lower lateral link separating from the vehicle.
  3. The preliminary evaluation is the first stage of NHTSA's investigative process; if ODI identifies a safety-related defect, the probe can escalate to an engineering analysis, a step that often precedes a recall.
  1. 美国国家公路交通安全管理局（NHTSA）下属缺陷调查办公室（ODI）于2026年7月31日对约120万辆特斯拉车辆（2018-2020年款Model 3和2021-2023年款Model Y）启动初步评估，此前收到156起前悬挂部件在行驶中脱落的投诉。
  2. 投诉集中指向前下侧纵臂（front lower lateral link）从车辆上分离。
  3. 初步评估是NHTSA调查流程的第一阶段；若ODI认定存在安全相关缺陷，调查可升级为工程分析，这一步通常是召回的前奏。
Regulation & Standards政策与标准 Supply Chain供应链Aftermarket & Service后市场与服务single source单源

Ford recalls nearly 566,000 Bronco SUVs over wiring harness fire risk福特召回近56.6万辆Bronco SUV，线束缺陷存在发动机舱起火风险

  1. Ford issued a recall on July 31, 2026 covering roughly 566,000 Bronco SUVs from model years 2021-2026, built between September 2020 and June 2026, after finding insufficient abrasion protection on the underhood engine wiring harness.
  2. Repeated relative movement can chafe the harness and trigger a short circuit that raises fire risk; Ford estimates about 1% of the recalled vehicles actually exhibit the defect.
  3. The recall traces back to a June 18, 2026 Critical Concern Review Group investigation into Bronco fire incidents, and starting August 24 owners can get free installation of protective plastic sheathing and abrasion tape at Ford or Lincoln dealers.
  1. 福特于2026年7月31日宣布召回约56.6万辆Bronco SUV（2021-2026款，生产期为2020年9月至2026年6月），原因是发动机舱线束磨损防护不足。
  2. 线束因长期相对运动反复摩擦可能导致短路，进而引发起火风险；福特估计约1%的召回车辆实际存在该缺陷。
  3. 本次召回源于福特“重大问题审查小组”2026年6月18日对Bronco起火事件的调查，车主自8月24日起可前往福特或林肯经销商免费加装塑料护套和防磨胶带。
Regulation & Standards政策与标准 ADAS & AD智能驾驶single source单源

Amazon's Zoox Receives First Dedicated Robotaxi Temporary Exemption, Clearing Path for Paid Service in the US亚马逊Zoox获美国首份专用Robotaxi临时豁免，获准开展付费载客服务

  1. Amazon's self-driving unit Zoox has received what is reported as the first dedicated temporary exemption issued by US regulators specifically for robotaxi vehicles.
  2. The exemption clears Zoox to begin commercial, fare-paying robotaxi passenger service in the US, marking a regulatory approval milestone rather than a technology announcement.
  3. The source report (via Sina Finance/Google News) does not specify the issuing agency, exemption scope, effective date, covered city or state, or fleet size — these details remain to be confirmed from official filings.
  1. 据报道，亚马逊旗下自动驾驶公司Zoox获得美国监管部门首份专门针对Robotaxi车辆核发的临时豁免。
  2. 该豁免使Zoox获准在美国开展付费载客的商业化Robotaxi服务，是监管审批层面的突破，而非技术层面的新进展。
  3. 该消息来源（新浪财经转引Google News）未披露具体核发机构、豁免适用范围、生效日期、覆盖城市/州及车队规模等细节，仍需以官方文件确认。
Regulation & Standards政策与标准 ADAS & AD智能驾驶China Impact中国势力single source单源

China Slams U.S. Ban on Chinese Robot Imports; Momenta Wins Nationwide Germany L4 Permit中国谴责美国禁止进口中国机器人；Momenta获德国全国范围L4测试许可

  1. China's Ministry of Foreign Affairs on July 29 criticized new U.S. restrictions on advanced robot imports, opposing Washington's expansion of "national security" to suppress Chinese companies and warning that protectionism will harm U.S. businesses and consumers, while vowing to take necessary measures to protect Chinese firms' legitimate rights.
  2. The response came after the U.S. Federal Communications Commission announced on July 28 a ban on imports of Chinese-made humanoid and quadruped robots and new restrictions on network-connected power inverters, citing risks to U.S. supply chains, critical infrastructure, and cybersecurity.
  3. Momenta announced it has secured a nationwide Level 4 autonomous driving testing permit in Germany.
  1. 中国外交部7月29日就美国限制进口先进机器人一事作出回应，反对美方泛化"国家安全"概念打压中国企业，并警告贸易保护主义将损害美国企业和消费者利益，同时表示将采取必要措施维护中国企业合法权益。
  2. 此前，美国联邦通信委员会(FCC)于7月28日宣布禁止进口中国制造的人形和四足机器人，并对联网电力逆变器实施新限制，称此举旨在保护美国供应链、关键基础设施和网络安全。
  3. Momenta宣布已获得德国全国范围的L4级自动驾驶测试许可。
Regulation & Standards政策与标准 ADAS & AD智能驾驶China Impact中国势力✓ 2源 src

China Auto Standardization Body Flags ADAS 'Blue Light' Glare Risk as GB 4785 Revision Begins智驾“小蓝灯”被指存在眩光安全隐患，GB 4785国标启动修订

  1. On the evening of July 29, the China Automotive Standardization Research Institute (affiliated with CATARC, founded 1985, headquartered in Tianjin) said via WeChat that ADAS "blue light" indicators are being misused, causing nighttime glare that impairs other drivers' judgment and inviting risky cutting-in and close tailgating by other vehicles.
  2. GB 4785-2019 does not explicitly regulate "blue light" use but in principle bars non-standard external lighting; the National Technical Committee of Auto Standardization is now revising GB 4785 (project No. 20262535-Q-339), while UN/WP.29's GRE and GRVA working groups study the issue amid unresolved debate over its safety benefits versus risks.
  3. NIO VP Ma Lin said some blue lights are brighter than taillights and cause glare for following cars but that he found no official ban document online, while Yi Jing Auto brand GM Zeng Qinglin confirmed receiving an "urgent notice" and immediately complying, citing the lack of unified brightness/strobe standards and drivers deliberately cutting in or swerving near blue-light-equipped cars as the two core reasons.
  1. 月29日晚，中国汽车标准化研究院（隶属中汽中心，成立于1985年，总部天津）通过官方微信公众号发文称，智驾“小蓝灯”存在灯光滥用问题，夜间开启易致其他道路参与者产生眩光、干扰路况判断，并诱发加塞、近距离跟车等危险行为。
  2. GB 4785-2019现行标准虽未明确规定“小蓝灯”使用，但原则上不应使用非标准定义的外部照明装置；全国汽车标准化技术委员会正据此修订GB 4785（计划号20262535-Q-339），国际上UN/WP.29照明工作组（GRE）和自动驾驶工作组（GRVA）也在研究该议题，其安全增益与风险仍存争议。
  3. 蔚来副总裁马麟表示部分“小蓝灯”比尾灯还亮、对后车造成眩光隐患，但称网上未查到明文禁用规定；奕境汽车品牌总经理曾清林确认收到“紧急通知”并已按国家要求立即整改，称核心原因是各家蓝灯亮度、频闪缺乏统一标准造成光污染，以及部分司机见蓝灯车辆刻意加塞、别车测试。
Regulation & Standards政策与标准 ADAS & AD智能驾驶China Impact中国势力single source单源

Chery's AiMOGA Robotics Surpasses 2,000 Global Deliveries, Reaching 60+ Countries奇瑞AiMOGA机器人全球累计交付破2000台，业务覆盖60余国

  1. On July 30, Chery's AiMOGA Robotics announced cumulative global deliveries had surpassed 2,000 units, with products and services now reaching more than 60 countries and regions.
  2. The company marked the milestone with delivery and overseas-shipment ceremonies, signaling a shift from one-off product exports to larger-scale, systematic international expansion since starting overseas in Malaysia in 2025 with automotive marketing services.
  3. In 2026 AiMOGA expanded further by joining Automation Thailand 2026 and opening its first AI Experience Center in Vietnam, with its robots now used in automotive marketing, public-space navigation, smart policing, and medical guidance.
  1. 月30日，奇瑞AiMOGA机器人宣布全球累计交付量突破2000台，产品与服务已覆盖60多个国家和地区。
  2. 公司为此举行了交付里程碑及海外发运仪式，标志着其从单一产品出口转向更大规模、系统化的国际化布局；AiMOGA自2025年以汽车营销服务在马来西亚起步出海，此后拓展至东南亚、中东、欧洲、非洲及拉丁美洲。
  3. 年，AiMOGA参加了泰国自动化展（Automation Thailand 2026），并在越南开设首个AI体验中心，其机器人产品已应用于汽车营销、公共空间导览、智慧警务及医疗导诊等场景。
Regulation & Standards政策与标准 Supply Chain供应链single source单源

Ford CEO Jim Farley Backs USMCA Overhaul to Counter Japan, South Korea Competition福特CEO法利支持全面改革USMCA，应对日韩车企竞争

  1. Ford CEO Jim Farley said during the company's Q2 2026 earnings call on July 28, 2026 that Ford backs a comprehensive overhaul of the USMCA to help U.S. automakers compete with rivals from Japan and South Korea.
  2. The USMCA governs nearly $1.3 trillion in annual trilateral trade and entered its formal review period on July 1, 2026, with negotiations set to run through 2036 unless the U.S., Mexico, and Canada agree to extend it another decade.
  3. Farley's public push on trade policy during an earnings call signals how central USMCA terms have become to Ford's competitive strategy against Asian rivals with entrenched regional supply chains.
  1. 福特CEO吉姆·法利在2026年7月28日公司第二季度财报电话会议上表示，福特支持全面改革USMCA（美墨加协定），以帮助美国车企对抗日本、韩国竞争对手。
  2. USMCA管理着近1.3万亿美元的年度三边贸易，已于2026年7月1日进入正式审查期，谈判将持续至2036年，除非美墨加三国同意再延长十年。
  3. 法利在财报电话会议上公开表态贸易政策，凸显USMCA条款调整已成为福特应对亚洲对手（其在区域供应链上根基深厚）竞争战略的核心议题。
Regulation & Standards政策与标准 China Impact中国势力ADAS & AD智能驾驶✓ 3源 src

MIIT to Accelerate Drafting of 15th Five-Year Plan for Intelligent Connected New-Energy Vehicle Industry工信部将加快编制智能网联新能源汽车产业发展“十五五”规划

  1. China's Ministry of Industry and Information Technology (MIIT) stated it will accelerate the drafting and rollout of the "15th Five-Year Plan" (covering 2026-2030) for the intelligent connected new-energy vehicle industry.
  2. The announcement covers the industry's development plan specifically for intelligent connected new-energy vehicles (ICNEVs), the segment combining smart-connected and new-energy vehicle technologies.
  3. The statement was carried the same day by multiple Chinese outlets, including 观点网 (Guandian.com) and 金融界 (Jrj.com), underscoring its status as an official MIIT policy signal.
  1. 工信部表示将加快编制出台智能网联新能源汽车产业发展“十五五”规划（覆盖2026-2030年）。
  2. 该规划专门针对智能网联新能源汽车（即智能网联与新能源技术融合的细分领域）产业发展。
  3. 观点网、金融界等多家媒体同日报道了这一消息，凸显其作为工信部官方政策信号的重要性。
Regulation & Standards政策与标准 ADAS & AD智能驾驶China Impact中国势力✓ 2源 src

China's MIIT Reportedly Orders Halt to Blue Driver-Assistance Indicator Lights中国工信部据报叫停驾驶辅助激活蓝色指示灯

  1. China's Ministry of Industry and Information Technology (MIIT) has reportedly ordered passenger vehicle makers to immediately stop installing external blue indicator lights — known in the industry as "little blue lights" — that signal when driver-assistance systems are active.
  2. The order, revealed via a notice screenshot shared Wednesday by auto industry blogger Sun Shaojun, cites non-compliance with GB 4785, China's national standard governing vehicle-light colors.
  3. MIIT will next study how to handle vehicles already sold with the blue lights installed.
  1. 中国工业和信息化部（MIIT）据报要求乘用车企业立即停止安装车外蓝色指示灯（业内俗称"小蓝灯"），该灯用于标示驾驶辅助系统处于激活状态。
  2. 这一指令通过汽车行业博主孙少军周三分享的一张通知截图曝光，理由是该蓝灯不符合中国车灯颜色国家标准GB 4785的要求。
  3. 工信部下一步将研究如何处理已售出且已安装该蓝灯的车辆。
Regulation & Standards政策与标准 EV & Charging电动化与充电Supply Chain供应链single source单源

Hyundai Recalls About 40,000 Inster EVs Worldwide Over Fire Risk现代因起火隐患全球召回约4万辆Inster电动车

  1. Hyundai is recalling roughly 40,000 units of its Inster electric minicar worldwide due to acute fire risk, with nearly 15,000 vehicles affected in Germany alone.
  2. Germany's Federal Motor Transport Authority (KBA) has opened official oversight of the recall under reference number 16829R, covering all vehicles built between February 14, 2024 and April 14, 2026.
  3. Given the long shipping time from the Korean factory to Germany, even Inster units registered in Germany in recent weeks are likely among those affected; the model launched in Germany in December 2024.
  1. 现代汽车因存在严重起火隐患，正在全球召回约4万辆电动小车Inster，其中德国一地受影响车辆近1.5万辆。
  2. 德国联邦机动车管理局（KBA）已以编号16829R对此次召回启动官方监管，涉及2024年2月14日至2026年4月14日期间生产的所有车辆。
  3. 由于从韩国工厂运抵德国的运输周期较长，近几周在德国新注册的Inster车辆很可能也在受影响之列；该车型于2024年12月在德国上市。
Regulation & Standards政策与标准 Supply Chain供应链single source单源

NHTSA Begins Rule-Making Process for New Vehicle Door Safety Standards After Fatal Entrapment CasesNHTSA启动车门安全新标准制定程序，回应多起致命困车事故

  1. NHTSA has formally begun the rule-making process to establish new safety standards for vehicle doors.
  2. The action follows multiple fatal cases in which vehicle occupants became trapped inside their cars.
  3. The goal of the new standards is to ensure vehicle occupants can quickly exit their cars during emergencies.
  1. NHTSA已正式启动车门安全新标准的制定程序。
  2. 此举源于多起乘员被困车内致死的事故。
  3. 新标准的目标是确保车辆乘员在紧急情况下能够迅速逃离车辆。
Regulation & Standards政策与标准 Supply Chain供应链China Impact中国势力single source单源

MIIT Appoints 20 Media Outlets as First Batch of Auto Supply-Chain Payment-Term Monitors工信部聘任20家媒体记者为首批"汽车行业账期问题监督员"

  1. On July 27, 2026, MIIT's General Office and the No.1 Equipment Industry Department held a media symposium and appointed reporters from 20 central, financial and industry media outlets as the first batch of "automotive industry payment-term supervisors."
  2. Since June 2025, MIIT has pushed 17 major automakers to implement the SME Payment Guarantee Regulation and issue a "60-day payment-term commitment," guided the China Association of Automobile Manufacturers to issue a supplier payment-conduct initiative, and opened an online window for reporting issues, yet some automakers still disguise payment delays via later start-of-count dates and irregular process management.
  3. MIIT will next work with other departments to draft and publish supplier payment guidelines for automakers, step up corrective action against automakers that disguise extended payment terms, and intensify enforcement against suspected violations to protect the lawful rights of supply-chain firms, especially SMEs.
  1. 年7月27日，工业和信息化部办公厅、装备工业一司召开媒体座谈会，邀请20家中央媒体、财经媒体和行业媒体记者担任首批"汽车行业账期问题监督员"。
  2. 自2025年6月以来，工信部推动17家重点车企落实《保障中小企业款项支付条例》并发布"60天账期承诺"，指导汽车工业协会发布《汽车整车企业供应商账款规范支付倡议》，开通线上问题反映窗口，但少数车企仍存在延后起算时间、过程管理不规范等变相延长账期问题。
  3. 下一步工信部将会同相关部门加快编制发布汽车企业供应商货款支付规范指引，对变相延长账期的车企加强督促整改，对涉嫌违规违法的加大监管执法力度，切实维护供应链企业特别是中小企业的合法权益。
Regulation & Standards政策与标准 ADAS & AD智能驾驶single source单源

X User Files Dutch FOI Request for RDW's FSD Approval Records Amid Safety DebateX用户向荷兰RDW提交FSD审批文件信息公开请求，回应安全争议

  1. An X user submitted a formal WOB/WOO (Dutch freedom-of-information) request to the RDW, the Netherlands' vehicle authority, seeking all documents related to Tesla FSD's approval process, citing persistent misinformation about FSD's safety in Europe.
  2. The RDW has received and is acting on the request, and is now compiling the relevant documents ahead of public disclosure.
  3. The requester argues that once released, the documents will settle the debate for politicians in several countries who have cited "insufficient data" as grounds to question FSD's safety, replacing speculation with underlying facts.
  1. 一名X用户向荷兰车辆管理局（RDW）提交正式WOB/WOO信息公开请求，要求获取与特斯拉FSD审批流程相关的全部文件，理由是欧洲围绕FSD安全性存在持续的误导信息。
  2. RDW已受理该请求并正在处理，目前正在汇编相关文件，为后续公开披露做准备。
  3. 请求人认为，文件一旦公开，将平息多国政界人士以"数据不足"为由质疑FSD安全性的争论，以事实取代猜测。
Regulation & Standards政策与标准 ADAS & AD智能驾驶single source单源

SF Mayor Lurie Backs Federal Bill to Regulate Robotaxi Emergency Response旧金山市长Lurie支持联邦法案，要求自动驾驶车企改善应急响应

  1. San Francisco Mayor Daniel Lurie is calling for stricter federal regulation of self-driving cars, backing legislation from Rep. Kevin Mullin, a Democrat, that would require autonomous vehicle companies to improve their performance during emergencies.
  2. Waymo and Zoox are among the robotaxi companies that have drawn criticism over their interactions with emergency responders.
  3. Lurie says a string of high-profile robotaxi breakdowns has exposed gaps in California's current oversight of the fast-growing autonomous vehicle industry, motivating his push for federal-level rules.
  1. 旧金山市长Daniel Lurie呼吁对自动驾驶汽车实施更严格的联邦监管，并支持众议院民主党议员Kevin Mullin提出的法案，该法案将要求自动驾驶公司改善其在紧急情况下的应对表现。
  2. Waymo和Zoox是因其与应急响应人员的互动而受到批评的机器人出租车公司之一。
  3. Lurie表示，一系列高调的机器人出租车故障事件暴露出加州现有监管在快速发展的自动驾驶行业面前存在漏洞，这也是他推动联邦层面立法的原因。
Regulation & Standards政策与标准 ADAS & AD智能驾驶single source单源

NHTSA Brake Pedal Rule Change Would End Robotaxi Production CapNHTSA 制动踏板新规拟终结机器人出租车产能上限

  1. NHTSA's proposed amendment to Federal Motor Vehicle Safety Standard No. 135 (docket NHTSA-2026-0728) would remove the three-decade-old requirement that light vehicles have a foot-operated brake pedal, with the public comment period closing tomorrow, July 27, 2026.
  2. If finalized, the rule would create the first permanent federal certification pathway for purpose-built driverless vehicles, replacing the current exemption-based system that has capped production.
  3. The rule's outcome will determine whether Tesla's Cybercab and Amazon's Zoox can scale to mass production without hitting a regulatory production ceiling.
  1. NHTSA 提议修改联邦机动车安全标准第135号（FMVSS No. 135，文件编号 NHTSA-2026-0728），拟取消这项已实施三十年、要求轻型车辆配备脚踏制动踏板的规定，公众评论期将于明天（2026年7月27日）截止。
  2. 该规则一旦最终敲定，将成为专为无人驾驶设计车辆的首个永久性联邦认证路径，取代目前限制产量的豁免制度。
  3. 这项规则的结果将决定 Tesla Cybercab 和 Amazon Zoox 能否在不触及监管产能上限的情况下实现大规模量产。

ADD A SIGNAL手动加信号

Seen something we missed? Drop a line, a link, or both — it goes through the same fetch, scoring and editorial review as everything else.看到我们漏掉的东西？写一句话、贴个链接，或者两者都给——它会走和其他信号完全相同的抓取、评分与人工终审流程，不会直接上线。

Sign-in required.此入口需要登录。