Core Viewpoint - Baidu Group's stock has risen over 5% to HKD 135.4, with a year-to-date increase of 63% [1] Group 1: Autonomous Driving Developments - Baidu's autonomous driving service, "LuoBo Kuaipao," showcased at the "Dubai World Autonomous Driving Traffic Conference" with the first autonomous driving test license in Dubai [1] - The Dubai Roads and Transport Authority (RTA) issued the first batch of 50 autonomous driving test licenses to LuoBo Kuaipao in July [1] - A strategic cooperation agreement signed in March will see LuoBo Kuaipao deploy over 1,000 fully autonomous vehicles in Dubai [1] Group 2: Global Expansion and Service Metrics - LuoBo Kuaipao has expanded its services to 16 cities globally, including Hong Kong, Dubai, and Abu Dhabi, providing over 14 million autonomous rides [1] - The service has achieved a safe driving mileage of over 200 million kilometers [1] - Since July, LuoBo Kuaipao has partnered with global platforms like Uber and Lyft to accelerate its expansion in the Middle East and Eurasia [1]

Company Overview - Kodiak AI, formerly known as Kodiak Robotics, is set to begin trading on Nasdaq under ticker symbols KDK and KDKRW on September 25 [1] - The company was formed through a business combination with Ares Acquisition Corporation II, a publicly traded special purpose acquisition company, which was approved by AACT's shareholders on September 23 [2] Financial Highlights - Kodiak received over $212.5 million from institutional investors during the business combination, valuing the company at approximately $2.5 billion [3] Product and Technology - The company's autonomous driving system, Kodiak Driver, is specifically designed for the trucking industry and incorporates real-world experience [3] - Kodiak has delivered Kodiak Driver-powered driverless semi-trucks to Atlas Energy Solutions, which currently operates eight trucks and has placed an initial order for 100 trucks in 2025 [4] Market Strategy - Kodiak aims to scale the commercialization of Kodiak Driver by accessing public markets [4] - The CEO of Kodiak emphasized the importance of going public to transform freight movement through their driverless solutions [5] Partnerships and Collaborations - In October 2023, Kodiak Robotics partnered with Maersk to launch a commercial autonomous trucking lane between Houston and Oklahoma City, utilizing autonomous trucks for transporting consumer goods [6]

Company Overview - Kodiak AI, formerly known as Kodiak Robotics, is set to begin trading on Nasdaq under ticker symbols KDK and KDKRW on September 25 [1] - The company was formed through a business combination with Ares Acquisition Corporation II, which was approved by AACT's shareholders on September 23 [2] Financial Highlights - Kodiak received over $212.5 million from institutional investors during the business combination, valuing the company at approximately $2.5 billion [3] Product and Technology - The company's autonomous driving system, Kodiak Driver, is specifically designed for the trucking industry and incorporates real-world experience [3] - Kodiak has delivered driverless semi-trucks powered by Kodiak Driver to Atlas Energy Solutions, which currently operates eight trucks and has placed an order for 100 more in 2025 [4] Market Strategy - Kodiak aims to scale the commercialization of Kodiak Driver by leveraging public market access [4] - The CEO of Kodiak emphasized the importance of going public to transform freight movement with their driverless solutions [5] Partnerships and Collaborations - In October 2023, Kodiak Robotics partnered with Maersk to launch a commercial autonomous trucking lane between Houston and Oklahoma City, utilizing autonomous trucks for transporting consumer goods [6]

The maker of software for self-driving vehicles is one of several companies aiming to automate long-haul trucking. ...

Core Insights - Waymo, owned by Alphabet, has launched "Waymo for Business," a program allowing companies to create accounts for employees to use its robotaxi services in major cities like Los Angeles, Phoenix, and San Francisco [1] Group 1 - The new corporate program aims to facilitate easier access to autonomous vehicle services for businesses [1] - Waymo for Business is expected to enhance the adoption of robotaxi services among corporate clients [1] - The initiative reflects Waymo's strategy to expand its market presence and operational capabilities in urban mobility [1]

Core Viewpoint - Baidu (BIDU.US) experienced a significant increase of nearly 10%, reaching a price of $137.45, following the news that its APOLLO GO has received a testing license for autonomous vehicles in Dubai [1] Group 1 - APOLLO GO has obtained a testing license for autonomous vehicles in Dubai [1] - The Dubai Roads and Transport Authority plans to expand the fleet of autonomous vehicles to over 1,000 units within the next three years [1]

Key Points At a $2 trillion market cap, with the current share count, Tesla's stock price would be around $627. One exciting growth initiative has analysts excited. These 10 stocks could mint the next wave of millionaires › According to Dan Ives -- a popular sell-side analyst on Wall Street -- Tesla (NASDAQ: TSLA) will become a $2 trillion business by the end of 2026. That market cap roughly translates to a stock price of around $627 given the company's current shares. That's 44% higher than the st ...

Core Insights - Mercedes-Benz Group is preparing to invest in Chongqing Qianli Technology, a developer of autonomous driving systems backed by Geely [1] Company Summary - The investment by Mercedes-Benz Group indicates a strategic move towards enhancing its capabilities in autonomous driving technology [1] - Chongqing Qianli Technology is positioned as a key player in the autonomous driving sector, supported by Geely, which may provide additional resources and expertise [1] Industry Summary - The autonomous driving industry is witnessing increased investments from major automotive players, reflecting a growing trend towards innovation and technological advancement [1] - Collaborations between established automotive companies and technology developers are becoming more common, aiming to accelerate the development and deployment of autonomous driving solutions [1]

Mercedes is preparing to invest in Qianli, a developer of autonomous-driving systems, to bolster its software capabilities in China https://t.co/ROBDe0zkKd ...

自动驾驶技术在 长尾场景（低频率、高风险的安全关键场景） 中表现仍存在显著短板——这类场景虽不常见，却占自动驾驶事故的很大比例，且会导致驾驶员 接管率急剧上升。 传统模块化自动驾驶系统（感知-预测-规划分阶段）存在"误差累积"问题：各阶段的微小误差会逐步放大，导致整体性能难以提升；而端到端方法直接将传感器 输入映射为控制动作或者自车的轨迹，具备更强的适应性和统一优化能力，被认为是解决长尾场景问题的潜在方向。 而当前端到端方法主要分为两类，但均无法很好应对长尾场景： CoReVLA 核心设计："Collect-and-Refine"双阶段框架 为解决上述问题，CoReVLA提出 持续学习的双阶段框架 ，通过"数据收集（Collect）"与"行为优化（Refine）"循环，提升长尾场景下的决策能力。整体流程如 figure 1所示，分为预阶段（SFT）、第一阶段（接管数据收集）、第二阶段（DPO优化）三部分。 预阶段：基于QA数据的监督微调（SFT） 此阶段的目标是让VLA模型建立自动驾驶领域的基础认知，为后续长尾场景学习铺垫。 $${\mathcal{L}}_{S F T}=-\sum_{i=1}^{N}\su ...