Core Insights - The key point of the news is that the CTO of Huolala, Zhang Hao, emphasized the importance of applying AI capabilities to business scenarios rather than just building foundational large models. Huolala was recognized for its innovative AI applications in logistics at the "WISE2025 Business King" conference [1][2]. Group 1: AI Application and Impact - Huolala has developed an AI safety control system that monitors every step from order placement to transportation completion, achieving a 30% reduction in daily risk orders for hazardous goods transportation and a 100% identification rate for risk orders [2]. - The usage rate of Huolala's AI Coding exceeds 90%, with over 60% penetration of AI in the R&D process, significantly enhancing research and development efficiency [2]. - The "Photo Goods Selection" feature allows users to take a picture of their goods, enabling AI to recommend suitable vehicle types with a maximum error margin of less than 10% and an average error of less than 10 centimeters [2]. Group 2: Future Directions and Strategy - Zhang Hao stated that the rapid iteration of foundational large models means that many current issues may not be problems in the near future. The company aims to leverage end-to-end large model assistants for tasks like intelligent vehicle selection and internal operations [3]. - The focus for Huolala will continue to be on deepening application scenarios and building platform capabilities to convert technology into business value [3].