Autonomous driving has been in the news quite a bit lately, with Tesla launching its robotaxi service in Austin, Texas. While I think Tesla is a great pick in this space, there's one that I like more at the moment. That's Alphabet (GOOG -0.27%) (GOOGL -0.22%).Alphabet is known as the parent company of Google, but it also owns Waymo, the undisputed leader in autonomous driving right now (at least in terms of deployed footprint). Alphabet is my top autonomous driving stock, and investors can essentially acqui ...

点击下方 卡片 ，关注" 自动驾驶之心 "公众号 戳我-> 领取 自动驾驶近15个 方向 学习 路线 世界模型Epona 地平线、清华、北大等团队ICCV'25中稿的自回归扩散世界模型工作，同时可以不依赖视频预测独立输出轨 迹规划。 主要贡献： 论文标题：Epona: Autoregressive Diffusion World Model for Autonomous Driving 论文链接：https://arxiv.org/abs/2506.24113 项目主页：https://kevin-thu.github.io/Epona/ 长时序生成。Epona可以实现长达2分钟的长时间生成，显著优于现有的世界模型； 实时轨迹规划。独立的多模态生成架构能够在视频预测不可用的情况下独立输出轨迹规划，从而显著降 低了推理FLOPS。这实现了高质量甚至实时的轨迹规划，高达20Hz的帧率； 视觉细节的保存。Epona的自回归公式采用连续视觉标记器而不是离散标记器，从而保留了丰富的场景 细节； 可视化： 算法框架： 实验结果： | Metric | | | | DriveGAN [30] DriveDreamer [5 ...

与其讨论同样的idea别人为什么能中顶会，不如讨论在同样的idea下顶会的论文究竟强在哪里？ 1. 是否为一个point solution？ 同样的idea ，如果单纯把某些指标刷的很高那多半中不了顶会。那就是point solution，本身而言不具备太大的影响力。 顶会的成果，绝大部分不单纯只 能用在某个特定的地方，这至少一个系列的方法。 那么对于想要快速有科研成果的小伙伴来说， 最重要的问题莫过于如何能高效、精准、短平快地中稿，特别是中稿顶会。 在前沿且复杂的自动驾驶、具 身智能、机器人领域，没有专业的领路人发顶会真的很难！ 为此，我们为有需要的小伙伴推出了深度辅导，面向计算机全领域及AI4s领域，提升论文中稿率，直至拿下顶会！ 能中的文章才是好文章， 咨询更多扫码添加： 适用人群 我们能提供什么？ 2. 文章的方法实现起来是否困难？ 同样的idea，但是别人的论文实现无难度，效果还杠杠的；或者实现起来虽然很复杂，但是使用起来很容易，这样的论文不中什么样的论文中? 从idea、实验设计、数据集选择、跑通baseline最后到初稿的写作， 任何一个环节的细微差别都会导致最后投稿区位的巨大不同。 清晰的科研 ...

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Core Insights - XPeng Inc. reported significant growth in vehicle deliveries, with June 2025 deliveries reaching 34,611 units, a year-over-year increase of 224% [2][7] - The company achieved a record quarterly delivery of 103,181 Smart EVs in Q2 2025, contributing to a total of 197,189 deliveries in the first half of 2025, surpassing the total deliveries for the entire year of 2024 [2][7] - XPeng's XNGP autonomous driving technology achieved an 85% penetration rate among monthly active users in urban driving as of June 2025 [3] Company Developments - XPeng launched its flagship model, the XPENG X9, in Indonesia on June 19, 2025, with plans for local manufacturing of the right-hand drive model starting in July [4] - The company has expanded its presence to over 40 countries and regions worldwide as of June 2025 [4] - XPeng focuses on developing in-house advanced driver-assistance systems and intelligent operating systems to enhance the mobility experience for technology-savvy consumers [5]

Core Viewpoint - The article discusses the advancements in AI technology, particularly in autonomous driving and embodied intelligence, highlighting the saturation of the autonomous driving industry and the challenges faced by job seekers in this field [2]. Group 1: Industry Developments - The autonomous driving sector has seen significant breakthroughs, with L2 to L4 functionalities being mass-produced, alongside advancements in humanoid robots and quadrupedal robots [2]. - The industry has a clear demand for technology and talent, as evidenced by the experiences shared by job seekers [2]. Group 2: Job Seeking Platform - The introduction of AutoRobo Knowledge Community aims to assist job seekers in the fields of autonomous driving, embodied intelligence, and robotics, providing a platform for job matching and networking [2][3]. - The community currently has nearly 1,000 members, including professionals from companies like Horizon Robotics, Li Auto, Huawei, and Xiaomi [2]. Group 3: Resources and Support - The community offers a variety of resources, including interview questions, industry reports, salary negotiation tips, and resume optimization services [3][4]. - Specific interview preparation materials include a compilation of 100 questions related to autonomous driving and embodied intelligence, covering various technical aspects [6][7][11]. Group 4: Industry Reports - The community provides access to numerous industry reports that help members understand the current state, development trends, and market opportunities within the autonomous driving and embodied intelligence sectors [12][15].

Group 1 - Pony AI is a recent IPO and a global leader in autonomous driving technology [1] - The development and commercialization of autonomous driving technology is still in the early stages of broad adoption [1] - There is significant greenfield opportunity for the industry [1]

Key Takeaways TSLA completed a fully autonomous Model Y delivery with no one inside or guiding the vehicle remotely. The 30-minute trip from Tesla's Austin Gigafactory showed smooth, rule-abiding navigation throughout. This breakthrough follows earlier testing issues with erratic robotaxi behavior in Austin on June 22.Tesla, Inc. (TSLA) has achieved a breakthrough in autonomous vehicle technology by completing the world’s first driverless car delivery. A Model Y drove itself from Tesla’s Gigafactory in Au ...

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Core Insights - Uber Technologies is in preliminary talks to acquire the U.S. arm of Pony AI, a significant development in the autonomous vehicle sector [1][8] - Pony AI currently operates around 250 robotaxis and aims to expand its fleet to over 1,000 by 2025 [2] - The partnership between Uber and Pony AI is set to launch robotaxi services in the Middle East later this year, with initial operations including a safety operator onboard [2] Company Developments - Uber's former CEO Travis Kalanick is reportedly involved in discussions to help fund the acquisition of Pony AI's U.S. unit, which could enhance Uber's position in the competitive autonomous vehicle market [3] - The collaboration between Uber and Pony AI is expected to strengthen Uber's presence in the autonomous vehicle space amid increasing competition [8] Industry Landscape - Other key players in the autonomous vehicle sector include Alphabet's Waymo, which has commercial operations in several U.S. cities and recently partnered with Uber for an autonomous ride-hailing service in Atlanta [4] - Tesla has launched its robotaxi service in Austin, TX, focusing on in-house development of its Full Self-Driving technology, allowing for greater control over its autonomous vehicle capabilities [5] Financial Performance - Year-to-date, Uber's shares have increased by 51.8%, while Pony AI's shares have declined by 4.8% [6] - The Zacks Consensus Estimate for Uber's earnings per share (EPS) for 2025 and 2026 has seen upward revisions in the past 30 days, while Pony AI's loss estimates have remained stable [10][11]