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BMW announced it will launch navigation-guided Level 2 urban driver assist in 2027, starting in Germany, to rival Tesla's Full Self-Driving system. The feature will arrive via over-the-air update on existing models equipped with its Neue Klasse platform hardware.
Waymo for the first time disclosed details about the high-performance compute 'brain' in its robotaxis, while commentators highlight that AI driving systems like Waymo's and Tesla's chips are driving a rapidly growing demand for memory and on-board compute.
Sundar Pichai shares Waymo's announcement of the next phase of its autonomous driving collaboration with Toyota, deploying a fleet of bZ4X autonomous vehicles in Japan starting with testing and validation in 2027.
Rivian 的 CEO RJ Scaringe 在财报电话会议上重点宣传公司尚未经过验证的自动驾驶战略，计划 2026 年推出点对点免提交付功能、2027 年面向客户、2028 年与 Uber 合作推出 Robotaxi，但面临特斯拉的巨大领先优势和自研芯片、传感器及算力带来的财务风险。
F1 World Champion Nico Rosberg has been testing Tesla's Cybertruck with Full Self-Driving (Supervised) around San Francisco, calling the experience "life-changing" and saying he is fully willing to hand over control despite his racing background.
Waymo announced it will use purpose-built Toyota bZ4X electric vehicles for its robotaxi service launching in Tokyo in 2027, with self-driving sensors installed directly on Toyota's assembly line — a shift from its previous retrofitting approach and an expansion of its multi-vehicle fleet strategy.
NVIDIA releases AlpaJudge, a family of learned judge models for evaluating autonomous-driving reasoning, with reference-based and reference-free checkpoints available on Hugging Face under the OpenMDW-1.1 license.
意大利副总理Salvini表示与马斯克进行了积极且富有建设性的对话，意大利支持尽快批准特斯拉的辅助驾驶技术在欧盟落地。
Tesla is expanding its Cybercab/Robotaxi service area across Houston, and the Houston Police Officers' Union is promoting it as a safe alternative to drinking and driving.
Elon Musk replied 'True' to a post claiming Tesla's Full Self-Driving could free up over $1.5 trillion per year by reducing fatal and serious crashes, which cost the U.S. nearly $2 trillion annually, and urging lawmakers to speed up FSD adoption.
Elon Musk shared a story about a 98-year-old Tesla Model Y owner praising its full self-driving capability, including the car automatically stopping for a chipmunk crossing the road.
该论文提出了一种人类反馈引导的多智能体逆强化学习框架（HFG-MAIRL），通过局部马尔可夫博弈和Bradley–Terry偏好反馈对交互式驾驶行为进行奖励建模，在AIDE数据集上超越了现有IRL基线。
特斯拉在失去电动车销量领先地位后，正转向自动驾驶与AI软件服务作为新的盈利引擎，并探索与SpaceX合并以加速这一布局，整个汽车行业也在向软件与AI驱动的收入模式转型。
DriveMind 是一个基于多模态大模型的自动驾驶框架，借鉴粒子滤波思想维护并更新多个场景假设，在 Bench2Drive 上将驾驶分数从 68.50 提升至 81.37，在无信号交叉口等歧义场景中提升尤为显著。
OSWAM introduces a world action model that enables one-step diffusion-based action generation for autonomous driving and embodied control by initializing with imagination tokens and distilling future-conditioned privileged information, achieving a ~3x speedup and 40ms latency on an RTX 5090 while matching multi-step baselines.
Uber rival inDrive signed an MoU with Pony.ai and Nvidia to test Gen-7 robotaxis in Kazakhstan's capital Astana starting in 2027, with Nvidia supplying its Hyperion platform and Halos safety system for a capital-light autonomous ride-hailing push in Central Asia.
At its GM Forward event, General Motors reiterated its commitment to electric vehicles and autonomy, announcing the expansion of Super Cruise hands-off driving to nearly its entire lineup and introducing OnStar AI, an onboard assistant specialized in vehicle functions.
Tesla says customers will be able to add their own vehicles to its robotaxi fleet by Q2 2027, according to VP Ashok Elluswamy on the Q3 earnings call, though the company has a history of missing autonomous-driving deadlines amid regulatory and hardware hurdles.
Tesla reported Q3 earnings with FSD subscriptions reaching 1.74M, up 67% YoY, prompting Elon Musk to claim people are buying FSD with a car attached, not the other way around.
Tesla 的 Q3 股东更新亮点包括 FSD（监督模式）在北美新车交付中的搭载率超过 75%、新一代 Roadster 亮相、多国交付量创纪录，以及 Semi 进入量产阶段。