以下文章来源于Vehicle ，作者Pirate Jack Vehicle . 汽车行业先进个人与团队关注 Vehicle， 一起智能、出海、成长 作者 | Pirate Jack 来源 | Vehicle 原文链接： 揭秘特斯拉FSD V14 "车位到车位"背后的核心算法：高保真3D空间Occ占用探测 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30个 方向 学习 路线 >>自动驾驶前沿信息获取 → 自动驾驶之心知识星球 本文只做学术分享，如有侵权，联系删文 文章《 特斯拉 FSD V1 4 上车！1 0倍参数模型，真实现"车位到车位" 》中分享到 特斯拉FSD V1 4的泊车聪明到有人评价为"Game Chang e r " 。J a c k也指出了特斯拉FSD V1 4的行 泊车一套基于真正端到端算法的功能，国内基本没有人能做的现实，也就是说国内的车位到车位基本都是 行泊割裂规则拼接的算法。 但是，谁也不知道特斯拉到底如何做到的 ，最近特斯拉一份关于基于视觉的高保真占有率确定和辅助泊车应用的AI建模技术的专利申请公开文 本，揭秘了特斯拉如何做到的 。 专利揭示了特斯拉利用 ...

Core Viewpoint - Faraday Future has secured $105 million in new financing, which is crucial for the production of its luxury electric MPV, AI technology development, and market expansion, amidst ongoing SEC fraud investigations against its founder and president [3][6][18]. Financing and Investment - The recent $105 million financing follows a previous $61 million round in Q1 and is intended to address operational challenges [3][6]. - 60% of the new funds will be allocated to repay historical debts to suppliers, while the remaining funds will focus on three key areas: preparing for the production of the FX model, advancing AI technology, and expanding into the US and Chinese markets [7][18]. Product Development - The FX model, named Super One, is set to launch globally in June 2025 and is positioned as a luxury electric MPV [7]. - The FF 91 2.0, a high-performance electric vehicle, boasts impressive specifications, including a 0-96 km/h acceleration in 2.27 seconds and an estimated range of 381 miles (approximately 613.16 km) per charge [15]. Sales Performance - Despite ambitious plans, Faraday Future has faced significant sales challenges, with only 16 vehicles sold since production began in March 2023, including just 10 in 2023 and 4 in 2024 [17][18]. - The company’s operational status is concerning, as it struggles to gain traction in the competitive electric vehicle market [18]. Regulatory Challenges - The SEC has issued warnings to Faraday Future's leadership regarding a three-year fraud investigation, which may lead to enforcement actions [18][19]. - The investigation focuses on alleged misleading statements related to the company's SPAC merger in 2021, raising concerns about transparency and governance [19][20]. Market Context - The electric vehicle market is becoming increasingly competitive, with significant price wars and technological advancements compressing profit margins and challenging established players [33]. - Traditional luxury brands are responding to market pressures by enhancing technology and reducing prices, further intensifying competition for new entrants like Faraday Future [33].

Core Viewpoint - Faraday Future has recently secured $105 million in funding, which is crucial for the production of its new FX model, AI technology development, and market expansion, amidst ongoing SEC fraud investigations against its founder and president [2][5][14]. Financing Details - Faraday Future announced a new round of financing amounting to $105 million, following a previous $61 million round in the first quarter [5][10]. - The new funds will be allocated as follows: 60% for repaying historical debts to suppliers, and the remainder for three key areas: preparing for the production of the FX model, AI technology upgrades, and expanding into the US and Chinese markets [6][10]. Product Development and Market Strategy - The FX model, positioned as a luxury electric MPV, is set to debut globally in June 2025 [6]. - The company aims to enhance its AI capabilities, particularly in autonomous driving, and is actively working on establishing a delivery network in the US while preparing for the launch of a subsidiary in Macau [6][10]. Sales Performance - Faraday Future's sales figures have been disappointing, with only 16 electric vehicles sold since production began in March 2023, including just 10 in 2023 and 4 in 2024 [13][14]. - The company faces significant challenges in the electric vehicle market, reflected in its low sales performance and ongoing SEC investigations [14][20]. SEC Investigation - The SEC has been investigating Faraday Future for three years, focusing on alleged fraudulent and misleading statements related to its 2021 SPAC merger [14][15]. - The investigation has led to warnings for the company's founder and president, with potential enforcement actions looming [14][16]. Historical Context - The narrative surrounding Faraday Future evokes memories of LeEco, another company founded by the same entrepreneur, which faced a rapid decline after initial success due to unsustainable business practices and excessive reliance on financing [17][20]. - The electric vehicle market is becoming increasingly competitive, with traditional luxury brands and new entrants aggressively pricing their products, further complicating Faraday Future's market position [20][22].

Core Viewpoint - The CEO of XPeng Motors, He Xiaopeng, emphasizes that the charging speed in the 5C and 6C categories will remain stable for a long time, highlighting the importance of standardized mass production in the automotive industry [3][4]. Group 1: Charging Technology - He Xiaopeng states that the 5C charging speed, which allows for a significant range in about 10 minutes, is optimal for battery charging and will not be surpassed in the near future due to its impact on the power grid and vehicle safety [3]. - The focus should be on standardizing mass production rather than on marginal improvements in user experience, as achieving widespread adoption is crucial for advancing charging efficiency and AI in vehicles [3]. Group 2: Smart Vehicle Development - The trend towards smart vehicles necessitates in-house research and development, as companies cannot rely on external sources for integration [4]. - He Xiaopeng believes that the automotive industry must leverage AI to integrate various technologies, which requires a deep understanding of numerous specialized fields [4]. Group 3: Global Expansion Challenges - He Xiaopeng identifies regulatory challenges as a significant barrier to the international expansion of smart vehicles, particularly in Europe, where existing regulations may hinder the adoption of new technologies [5]. - The demand for smart driving in Europe is currently low, indicating a need for a long-term cultivation process, although advancements in China, such as the introduction of L3 autonomous driving, may accelerate interest in smart vehicles globally [5].

Core Viewpoint - The article emphasizes the importance of private enterprises as key players in technological innovation, highlighting their significant growth in the number of high-tech enterprises in China from 28,000 in 2012 to over 420,000 by January 2023, increasing their share from 62.4% to over 92% [1]. Group 1: Innovation and Development - Private enterprises are recognized as crucial for driving technological innovation and high-quality development [1]. - The recent discussions at the national meetings have focused on how to leverage innovation for the growth of private enterprises [1]. Group 2: Entrepreneurial Insights - Dong Mingzhu, Chairman of Gree Electric, shared that the company invested ten years in developing a silent air conditioning system, emphasizing the value of perseverance in innovation [3]. - Qi Xiangdong, Chairman of Qi Anxin Technology Group, noted that a critical decision in 2016 to bet on innovation proved to be correct, leading to the company's current success [5]. - He Xiaopeng, CEO of Xpeng Motors, expressed the importance of focusing on AI and software in the automotive industry, advocating for a forward-looking vision [7]. - Leng Youbin, Chairman of China Feihe, highlighted the significance of quality and sourcing in producing infant formula, stressing the importance of strategic choices [8]. Group 3: Key Strategies for Success - Qi Xiangdong advised young entrepreneurs to focus on their chosen path and avoid distractions to maintain competitiveness [15]. - Leng Youbin emphasized the need for dedication and consistency in pursuing a single goal [16]. - Dong Mingzhu suggested that resilience and belief are crucial for young entrepreneurs, as they will face numerous challenges in their journey [16].