智能化收购破解“人情粮”乱象

Core Viewpoint - The application of intelligent technology in grain procurement has effectively curbed the issue of "human relations grain" and restructured the procurement ecosystem, establishing a fair and transparent market order [1][4]. Group 1: Issues in Traditional Grain Procurement - The existence of "human relations grain" is fundamentally due to significant human intervention and high regulatory difficulty, with low automation levels in grain enterprises leading to subjective quality assessments by inspectors [2]. - Information asymmetry makes it difficult to detect violations, as farmers lack real-time access to testing data and cannot trace issues, leading to a lack of evidence for complaints [2]. - The complex profit chain in the procurement process allows a small group of key personnel to exploit the system for personal gain, making it challenging to eliminate these practices through conventional regulatory means [2]. Group 2: Technological Solutions - The implementation of intelligent sampling and inspection systems automates the grain quality inspection process, providing technical support to eliminate "human relations grain" [3]. - Farmers can initiate the inspection process easily, with automated systems ensuring high precision in sampling and quality checks, while the role of inspectors is limited to supervising the equipment [3]. - The use of blockchain technology guarantees the authenticity and immutability of information, allowing for real-time data sharing and traceability, which empowers farmers to monitor their grain data and file complaints if necessary [3]. Group 3: Modern Regulatory Framework - The establishment of a comprehensive, traceable, and tamper-proof regulatory system through intelligent monitoring, including the use of over 100 high-definition cameras and AI behavior recognition technology, enhances oversight of inspectors' actions [4]. - A big data analysis platform enables proactive identification of irregularities, shifting the focus from reactive problem-solving to preventive measures, significantly improving regulatory efficiency [4]. - The integration of intelligent technology not only curtails "human relations grain" but also fosters a fair evaluation of every grain, thereby increasing farmers' motivation to cultivate [4].