Group 1 - The core viewpoint of the article highlights that Taotian has invested over 120 million yuan in quality inspections for 220,000 products over the past year, resulting in the removal of thousands of non-compliant items [1] - Taotian has established clear responsibilities and rectification requirements for merchants through guidelines such as the "Taobao Product Quality Inspection Specification" and "Tmall Product Quality Inspection General Regulations" [1] - Ahead of the 618 shopping festival, Taotian has systematically completed multiple rounds of quality inspections for key monitored categories [1] Group 2 - The platform has identified "home appliances, maternal and infant products, food, electric bicycles, and gas stoves" as high-risk monitoring targets, utilizing a composite risk control system that combines "AI intelligent identification and multi-dimensional data analysis" [3] - In the maternal and infant products sector, the platform integrates user complaint data and product reviews to create a dynamic early warning model for substandard products using machine learning algorithms [3] - The inspection projects cover core parameters such as material safety, microbiological indicators, and heavy metal content, forming a closed-loop management mechanism of "data warning - targeted inspection - result verification" [3] Group 3 - Taotian Group plans to establish the "Taotian Group Product Governance Alliance" and the "Alibaba Anti-Counterfeiting Alliance (AACA) Brand Inspection Sub-Alliance" to enhance quality control investments and collaborate with global brands for authentication [3] - The "Alibaba Anti-Counterfeiting Alliance Brand Inspection Sub-Alliance" will continue to expand brand partnerships, integrating brand authentication standards and product feature databases with the platform's AI risk control model [3] - The initiative aims to dynamically optimize risk identification and classification algorithms, enhancing early warning for new categories and emerging infringement patterns, thereby improving inspection efficiency and accuracy [3]