VLA大模型
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机智谈|众擎机器人赵同阳:不愿被定义为专注做“本体”的公司
Bei Ke Cai Jing· 2025-09-25 03:17
Core Insights - The article discusses the evolution and significance of humanoid robots and embodied intelligence, highlighting the advancements in technology and the potential for these robots to integrate into everyday life [1][2]. Group 1: Company Overview - Zhao Tongyang, founder of Zhongqing Robotics, has a long-standing commitment to humanoid robots, having previously worked in the IoT sector before focusing on robotics [4]. - Zhongqing Robotics gained attention with the debut of its PM01 robot at the 2025 Alibaba Yunqi Conference, showcasing its capabilities through a viral video featuring a "front flip" [5][6]. - The company has successfully completed two rounds of financing in July 2023, with significant investments from Xiaopeng Motors and JD.com, indicating growing interest and confidence in the humanoid robotics sector [11][12]. Group 2: Market Position and Strategy - The company aims to differentiate itself in a crowded market by focusing on both hardware and software development, rather than being categorized solely as a hardware company [15]. - Zhongqing Robotics is addressing the challenges of humanoid robots by first enhancing their physical capabilities before advancing their intelligence, emphasizing the importance of a robust physical form [17][18]. - The company plans to begin large-scale deliveries in October 2023, with an expected production capacity of 500 units per month by the end of the year [30][32]. Group 3: Future Prospects and Applications - The ultimate goal for humanoid robots is to integrate them into households, but the company acknowledges that this will take time and requires a phased approach starting with simpler applications [33]. - Zhongqing Robotics is exploring various fields beyond education and research to ensure sustainable growth and potential market value in the future [34]. - The collaboration with JD.com focuses on technical aspects, utilizing JD's JoyInside model technology while also conducting internal adjustments [35].
揭秘小鹏自动驾驶「基座模型」和 「VLA大模型」
自动驾驶之心· 2025-09-17 23:33
Core Viewpoint - The article discusses the advancements in autonomous driving technology, particularly focusing on Xiaopeng Motors' approach to developing large foundation models for autonomous driving, emphasizing the transition from traditional software models to AI-driven models [4][6][32]. Group 1: Development of Autonomous Driving Models - Liu Xianming from Xiaopeng Motors presents the concept of foundational models in autonomous driving, highlighting the evolution from Software 1.0 to Software 3.0, where the latter utilizes data-driven AI models for vehicle operation [6][8]. - Xiaopeng is currently building an end-to-end AI model for driving, leveraging vast amounts of data collected from real-world vehicles to train a large visual model [8][9]. - The company aims to achieve L4-level autonomous driving by 2026, indicating a strong commitment to advancing its technology [13]. Group 2: Training Methodology - Xiaopeng's training methodology involves using a VLM (Vision Language Model) as a base, followed by pre-training with driving data to create a specialized VLA (Vision Language Action) model [15][30]. - The training process includes supervised fine-tuning (SFT) to ensure the model can follow specific driving instructions, enhancing its performance in real-world scenarios [27][30]. - Reinforcement learning is employed to refine the model further, focusing on safety, efficiency, and compliance with traffic rules [30]. Group 3: Data Utilization and Model Deployment - The article introduces the "inner loop" and "outer loop" concepts for model training, where the inner loop focuses on creating training flows for model expansion, and the outer loop utilizes data from deployed vehicles for continuous training [9][11]. - Xiaopeng's approach emphasizes the importance of high-quality data and computational power in developing effective autonomous driving solutions [32].
智平方签下近5亿元人形机器人大单 机器人将大规模进入半导体显示行业
Zheng Quan Shi Bao Wang· 2025-09-12 03:26
Core Insights - Shenzhen Huizhi Wulian and Zhi Ping Fang have established a strategic partnership in the semiconductor display sector, marking the first large-scale entry of embodied intelligent robots into this industry [1][2] - The collaboration involves deploying over 1,000 embodied intelligent robots across Huike's global production bases over the next three years, covering the entire process from warehousing logistics to quality inspection [1][2] Company Background - Huike is a leading global manufacturer of semiconductor display panels, ranking among the top three in the large-size LCD panel sector with over 20 years of experience [2] - Zhi Ping Fang, established in 2023, is a well-known company in the field of embodied general intelligent robots, having developed the world's first all-domain embodied large model, GOVLA, and the self-developed AlphaBot series [2][4] Technological Advancements - The AlphaBot series robots utilize an end-to-end VLA large model, enabling high coordination in perception, understanding, decision-making, and execution, allowing for rapid learning of new tasks with small samples [2][3] - The collaboration introduces an AI edge model developed by Shenzhen Huizhi Wulian, optimized for specific scenarios in display panel manufacturing, enhancing real-time decision-making and energy management [3] Operational Efficiency - The humanoid wheeled robots from Zhi Ping Fang are designed to adapt to existing factory environments without requiring extensive infrastructure modifications, significantly reducing deployment costs and integration difficulties [3] - The robots will not only perform PCB operations but also engage in various tasks such as OLED vacuum lamination and material management, improving process consistency [3] Future Developments - The partnership will establish a joint technical team to develop next-generation VLA models and lightweight edge inference models, aiming to create an "intelligent worker" that continuously learns and evolves [4] - Zhi Ping Fang has recently completed a new round of Series A financing led by Shenzhen Capital Group, raising over 100 million yuan, and has secured multiple rounds of financing within six months [4]
5亿全球最高人形机器人订单!未来三年部署千台!具身智能机器人规模化落地再加速!
机器人大讲堂· 2025-09-11 12:57
Core Viewpoint - The strategic partnership between Shenzhen Huizhi IoT Technology Service Co., Ltd. and Zhi Ping Fang (Shenzhen) Technology Co., Ltd. aims to deploy over 1,000 embodied intelligent robots in the semiconductor display industry over the next three years, marking a significant milestone in large-scale application within this sector [1][8]. Group 1: Partnership Details - The collaboration will focus on deploying the AlphaBot series robots for various tasks including PCB operations and OLED vacuum lamination, enhancing efficiency in the semiconductor display manufacturing process [5][7]. - The estimated contract value for this partnership is around 500 million yuan, based on a median price of 500,000 yuan per robot, which would set a new industry record for robot orders [5][12]. Group 2: Technology and Innovation - The AlphaBot series, particularly the latest AlphaBot 2, utilizes an end-to-end VLA large model that enables the robots to perceive, understand, decide, and execute tasks effectively, adapting quickly to new tasks in complex environments [5][11]. - The partnership will also involve the development of AI edge models tailored for display panel manufacturing, optimizing real-time decision-making and energy management [7][12]. Group 3: Industry Impact - This collaboration is seen as a pivotal step towards the mass production of embodied intelligent robots, transitioning from research and small-scale trials to large-scale deployment across various industries [8][10]. - The partnership is expected to provide a new pathway for the intelligent transformation of the semiconductor display industry and serve as a practical case for the development of embodied intelligence in China [14].
小鹏G7 Ultra迎来首次OTA升级:智能驾驶引入VLA大模型
Feng Huang Wang· 2025-09-04 12:16
Core Insights - Xiaopeng Motors has officially launched a large-scale OTA upgrade for its G7 Ultra model, focusing on AI-assisted driving and smart cockpit enhancements [1] - The integration of the VLA large model significantly enhances the NGP intelligent driving system's capabilities, improving reasoning, prediction, and defensive driving in complex road conditions [1] - The new "human-machine co-driving" mode allows drivers to subtly intervene in vehicle control, enhancing collaboration between the driver and the vehicle's intelligent system [1] Feature Enhancements - The new version introduces practical features addressing user pain points, such as "custom parking" for manual creation of virtual parking boxes and "smart exit" for remote vehicle maneuvering via a mobile app [2] - An AES automatic emergency steering system has been added to enhance active safety by allowing the vehicle to steer away from potential collisions when braking distance is insufficient [2] - The smart cockpit experience has been optimized with enriched AR-HUD functionalities, including adaptive height adjustment and interactive AR animations to alleviate driver frustration during traffic [2]
理想汽车(2015.HK):毛利率维持稳定 VLA大模型有望带动汽车销量增长
Ge Long Hui· 2025-08-30 19:04
Core Viewpoint - The company has adjusted the target prices for Li Auto (LI.US) to $26.4, indicating a potential upside of 17%, and for Li Auto-W (2015.HK) to HKD 102.6, indicating a potential upside of 16% while maintaining a "Buy" rating due to expected stable gross margins despite fluctuations in vehicle sales guidance for Q3 [1][2]. Group 1: Financial Performance - In Q2, the company's revenue reached RMB 30.2 billion, a year-on-year decrease of 5% but a quarter-on-quarter increase of 17% [2]. - The gross margin was 20.1%, with the automotive sales gross margin at 19.4%, reflecting a year-on-year increase of 0.7 percentage points and a quarter-on-quarter decrease of 0.3 percentage points, indicating relative stability [2]. - The company has provided a Q3 delivery guidance median of 92,500 vehicles, with a revenue median of RMB 25.5 billion, representing a year-on-year decline of nearly 40% and a quarter-on-quarter decline of about 16% primarily due to fluctuations in L-series sales [2]. Group 2: Strategic Initiatives - The company is actively adjusting and optimizing its sales strategy, including direct management from headquarters, localized approaches, and penetrating lower-tier markets to boost sales motivation [2]. - An investment of RMB 6 billion in artificial intelligence is anticipated this year, with the VLA large model expected to be integrated into the AD MAX model via OTA updates in September [2]. - The company expects cumulative deliveries of the i8 model to reach 8,000-10,000 units by the end of September, with the i6 model set to launch [2]. Group 3: Valuation - The company employs a sum-of-the-parts valuation method, using price-to-sales ratios of 1.6x for automotive sales and 0.9x for other revenues, leading to a target price of $26.4 for Li Auto (LI.US) and HKD 102.6 for Li Auto-W (2015.HK) [3].
理想汽车-W(02015):毛利率维持稳定,VLA大模型有望带动汽车销量增长
SPDB International· 2025-08-29 12:55
Investment Rating - The report maintains a "Buy" rating for the company, Li Auto (LI.US/2015.HK), with a target price of $26.4, representing a potential upside of 17% for the US stock and a target price of HKD 102.6, representing a potential upside of 16% for the HK stock [2][4][6]. Core Insights - The report highlights that while there are fluctuations in the sales guidance for the third quarter, the gross margin is expected to remain stable. The company is actively adjusting its sales strategies to enhance sales performance, and the upcoming launch of the i6 model is anticipated to boost sales in the fourth quarter [8][29]. - The second quarter gross margin was stable at 20.1%, with total revenue reaching RMB 30.2 billion, a year-on-year decrease of 5% but a quarter-on-quarter increase of 17% [11][12]. - The report indicates a significant adjustment in revenue and profit forecasts for 2025 and 2026 due to expected declines in sales and operating profit [12][29]. Financial Projections - Revenue projections for 2023 to 2027 are as follows: - 2023: RMB 123,851 million - 2024: RMB 144,460 million - 2025E: RMB 121,217 million (down 16%) - 2026E: RMB 135,335 million (up 12%) - 2027E: RMB 151,527 million (up 12%) [3][9]. - Gross margin is projected to be around 20.2% in 2025, with net profit expected to decline significantly in 2025 before recovering in subsequent years [12][29]. Market Expectations - The report notes that the demand for new energy vehicles in China, particularly in the high-end segment, is expected to drive sales growth for Li Auto. The positive market response to pure electric models is anticipated to enhance average selling prices and gross margins [29][36]. - The company is also expected to invest approximately RMB 6 billion in artificial intelligence this year, which is projected to provide a long-term competitive advantage [8][29].
何小鹏,上了马斯克的贼船?!
Sou Hu Cai Jing· 2025-08-29 03:44
Core Viewpoint - Xiaopeng Motors has achieved significant pre-order success with the new Xiaopeng P7, receiving 10,000 orders in just 7 minutes, indicating strong market demand and consumer interest [1][39]. Group 1: Product Launch and Market Performance - The new Xiaopeng P7's pre-order performance is compared to other models, with the Xiaomi SU7 achieving 10,000 orders in 4 minutes and the Xiaopeng MONA M03 in 52 minutes, showcasing the competitive landscape [3]. - Xiaopeng Motors reported a total delivery of over 100,000 units in Q2 this year, marking a historical high with a year-on-year growth of 241.6% [39]. - The company's revenue reached RMB 18.27 billion in Q2, also a record high, with a year-on-year increase of 125.3% [39]. Group 2: Technological Strategy and Development - Xiaopeng Motors has shifted from supporting laser radar to a firm commitment to a pure vision approach for autonomous driving, aligning with Elon Musk's recent endorsement of the same technology [8][10]. - The company claims its self-developed Turing chip has effective computing power equivalent to three NVIDIA Orin X chips, positioning it as a leader in the industry [23][30]. - Xiaopeng's self-developed chips are tailored for their products, allowing for higher efficiency and better performance compared to generic chips used by competitors [28]. Group 3: Future Outlook and Competitive Landscape - Xiaopeng Motors anticipates launching L4 autonomous vehicles by 2026, with plans for pilot robotaxi operations in select areas [34]. - The CEO of Xiaopeng Motors stated that the sales in the past year and a half equate to the total sales of the previous nine years, indicating a strong growth trajectory [39]. - The company emphasizes its focus on technology and aesthetics as key drivers for future development, while acknowledging the competitive challenges ahead [40][42].
全新小鹏P7的“Ultra”革命
Hua Er Jie Jian Wen· 2025-08-29 03:29
Core Viewpoint - The launch of the new XPeng P7 electric sedan showcases advanced technology and competitive pricing, aiming to capture a significant market share in the electric vehicle sector [2][9]. Product Overview - The new XPeng P7 is priced starting at 219,800 yuan, with four variants available, highlighting features such as self-developed AI chips, an 800V high-voltage platform, and 5C ultra-fast charging capabilities [2][6]. - The vehicle achieved over 10,000 pre-orders within 7 minutes of opening, setting a new record for XPeng [2][9]. Design and Performance - The P7 features a futuristic design with a focus on aesthetics and functionality, achieving high-performance metrics comparable to luxury brands like Porsche [3][4]. - It recorded a lap time of 1:38.767 at the Zhejiang International Circuit, making it the fastest production sedan under 500,000 yuan [4]. - The vehicle's performance is attributed to its advanced electric drive layout and AI-enhanced suspension system [4][6]. Battery and Charging Technology - The P7 is equipped with an 858 high-performance battery pack, offering a range of up to 820 km and ultra-fast charging capabilities, allowing for a 525 km charge in just 10 minutes [6][5]. - The charging system adapts to various public charging stations, ensuring efficient energy replenishment [6]. Intelligent Features - The P7 incorporates three self-developed Turing AI chips, providing a total computing power of 2250 TOPS, which supports advanced driver-assistance systems [6][7]. - It features a VLM cockpit assistant and an 87-inch AR-HUD, enhancing user interaction and experience [7]. Market Positioning and Strategy - XPeng aims to position the P7 as a flagship model, emphasizing its technological advancements and design to differentiate from competitors [11][12]. - The company targets a monthly sales goal of 40,000 units, indicating confidence in the P7's market acceptance [9][12]. Future Outlook - XPeng plans to expand its product line with new models in the coming years, focusing on both electric sedans and SUVs [14][16]. - The company is committed to enhancing its AI capabilities and integrating advanced technologies to maintain a competitive edge in the automotive market [27][24].
全新小鹏P7剑指纯电轿车前三!何小鹏:产能已就位
Guo Ji Jin Rong Bao· 2025-08-28 13:07
Core Viewpoint - Xiaopeng Motors has launched the new Xiaopeng P7, which is considered a "totem" product for the company, featuring advanced technology and design aimed at solidifying its position in the electric vehicle market [1][4][6]. Product Launch - The new Xiaopeng P7 was officially launched on August 27, with four versions available, priced between 219,800 yuan and 301,800 yuan [1]. - The P7 features a completely new design language and is equipped with three self-developed Turing AI chips, offering both rear-wheel and all-wheel drive options [4]. Technical Specifications - The new P7 is built on an 800V platform, providing a maximum power of 270 kW (367 hp) for the rear-wheel drive version and 437 kW (595 hp) for the dual-motor all-wheel drive version [5]. - It offers two battery options with capacities of 74.9 kWh and 92.2 kWh, achieving a charging time of 11.3 minutes from 10% to 80% SOC, and a range of up to 820 km under CLTC conditions [5]. Market Positioning - The company aims for the new P7 to become the third best-selling model in the pure electric sedan segment, with a focus on maintaining stable sales after the initial launch period [9]. - Xiaopeng Motors has prepared production capacity to meet the demand for the new P7, having already produced a batch of vehicles prior to the launch [9][11]. Historical Context - The original Xiaopeng P7, launched in 2020, played a crucial role in establishing the company in the Chinese electric vehicle market, achieving a delivery of 98,000 units in 2021, with the P7 accounting for 62% of total deliveries [7]. - In the first half of this year, Xiaopeng delivered 197,000 vehicles, a year-on-year increase of 279%, with the P7+ and MONA M03 contributing nearly 70% of the sales [9]. Future Outlook - The company plans to introduce more new products in 2026 and 2027, expanding its product line across various price segments from 100,000 to 2,000,000 yuan, including full-size SUVs [11].