美团升级食安治理大模型“星眸”：覆盖百万外卖商家，日巡检后厨千万次

Core Insights - The article highlights the upgrade of Meituan's AI model "Xingmou," which enhances food safety governance in the food delivery sector by expanding its application from kitchen recognition to various aspects such as merchant onboarding verification and kitchen environment alerts Group 1: AI Model Upgrade and Applications - The "Xingmou" model was launched in April 2025, initially focusing on food safety governance, and has now expanded to cover multiple areas including merchant verification and kitchen environment monitoring [1] - The upgraded model can verify the authenticity of storefront images and videos uploaded by merchants, conducting over 14 million daily inspections of kitchen environments and addressing more than 50,000 common issues [1][5] Group 2: Merchant Verification Process - The AI model enhances the verification of storefront authenticity by comparing uploaded images with real-time photos, effectively identifying discrepancies and preventing the use of AI-generated fake storefront images [2][3] - As of February, over 450,000 AI-generated storefront images have been intercepted during the onboarding process, showcasing the model's capability to filter out fraudulent submissions [3] Group 3: Kitchen Environment Monitoring - The AI model's kitchen environment alert system covers 910,000 merchants, conducting daily inspections that exceed the total number of manual inspections conducted in the previous year [5] - The model can identify various potential food safety risks, such as improper hygiene practices and pest issues, and sends real-time alerts for corrective actions [4][6] Group 4: Overall Impact on Food Safety Governance - The cumulative inspections by the "Xingmou" model have reached 1.96 billion, with over 2.4 million alerts issued, leading to significant improvements in food safety practices among merchants [8] - The shift from reactive to proactive food safety governance is emphasized, with the model aiming to create a transparent, intelligent, and continuously operating governance system [8]