MarkLines Automotive Information Platform

Pony AI: Robotaxis and Robotruck services

he most important chip suppliers. Pony AI uses Nvidia’s Drive Orin platform. High performance GPU chips have restrictions on China sales. The next table summarizes the technology used by Pony AI with key products included. Pony AI uses AI-based technology including large language models (LLM) for its AV system architecture. It is also using End-to-End autonomy, the latest approach to implement AV systems. In E2E, the AI model integrate...

Market & Tech Reports Updated at: 2025/07/03

Trends in the Application of Generative AI to Cars

elopment subjects for the use of generative AI in automobiles in patent information from 2020 onwards. The number of patent applications in this field is increasing sharply, from 30 in 2022 to 401 in 2023. Development subjects include themes such as "Innovation in in-vehicle voice dialogue using LLM (Large Language Model)," "AI-equipped driver assistance and integrated vehicle control systems," "High-performance node management and high-precis...

Market & Tech Reports Updated at: 2025/06/30

VW China: Accelerating Local Development and Launch of New Vehicles

. It involves fast and seamless integration of multiple technologies. (Jointly developed by Volkswagen China Technology Co., Ltd. (VCTC), CARIAD China, and XPeng Motors) ADAS It is compatible with Level 2++ advanced driver assistance systems. The AI assist is based on large scale language models (LLM). The system was developed over 18 months by CARIZON, a JV between CARIAD and Horizon, a VW Group-owned software company. (Created by MarkLines...

Market & Tech Reports Updated at: 2025/06/11

CTI Symposium 2024: Transition towards Sustainable Mobility

defined vehicles (SDV 1.0) to “SDV 2.0”, which is centered on AI infrastructure. This evolution means moving from static, fixed, code-based systems to next-generation systems that are data-driven and dynamically responsive. Transformer Architecture is the foundation of the Large Language Model (LLM), also often referred to as the OS of generative AI. Mr. Wei explained that in the automotive industry, the mainstream approach will be to buil...

Market & Tech Reports Updated at: 2025/02/12

ELIV 2024 - International Congress for Electronics in Vehicles

e, with full stack assistant, wide domain coverage, and Scripted UX; and finally, the Cerence Co-Pilot, with Gen AI Enhanced Assistant, Chat Pro, and more flexible, conversational interaction. The Next Generation Companion is the next step: a Full Generative AI Companion with AI Agents powered by CaLLM (Cerence Automotive Large Language Model) that will enable a smart, contextual and personal interaction. With the launch of the Chat Pro soluti...

Market & Tech Reports Updated at: 2025/01/30

SAE China 2024: Smart Cars

ntelligentization, and user support. They provide vehicle owners with on-demand support through customized settings, analysis of driving behavior and adjustments to the vehicle's interior climate. However, the user experience still needs to be improved. Based on MultiModal Large Language Models (MM-LLM), automakers will use multi-modal interactions (voice, gestures, eye tracking, etc.) and general-purpose AI techniques to adaptively learn user dr...

Market & Tech Reports Updated at: 2025/01/07

ReVision AD, ADAS & SDV Summit 2024

ve AI position in autonomous driving (Source: ReVision Summit presentation materials) 2-4) Generative AI for autonomous driving (Source: ReVision Summit presentation materials) Generative AI: Heron (visual-language model) The vision-language model Heron added a vision module to the trained LLM (large language model) to train a visual-language (VL) model with 73 billion parameters. This makes it possible to verbalize the situation, featur...

Market & Tech Reports Updated at: 2024/11/11

NIO's Intelligent Technology

tc. SkyOS Middleware NIO’s in-house researched and developed SOA (Service-Oriented Architecture), software upgrades, data closed loops, functional security, information security, networks (TOX (Talks-Over-X) protocol stack, TSN (Time-Sensitive Networking), etc.), AI runtime, agent architecture, LLM (Large Language Model), MoE (Mixture of Experts), SoC (System on Chip) heterogeneous resources, and vehicle-terminal-edge-cloud collaboration. S...

Market & Tech Reports Updated at: 2024/09/10

2023 China Auto Forum: SDV (Software Defined Vehicle)

Business Unit (BU), a supplier of intelligent voice and human-computer interaction services, gave a presentation titled "Artificial Intelligence Enhances the Smart Cockpit Experience". The presentation focused on the company's new large language model, SparkDesk. SparkDesk large language model (LLM) iFLYTEK released the SparkDesk large language model in May 2023. The SparkDesk large language model supports multi-styles, multi-tasking, a...

Market & Tech Reports Updated at: 2023/08/18