瞄准可靠性难题，全国首个高阶程序大模型可信框架开源

Core Viewpoint - Ant Group's Ant Misuan announced the open-source High-Order Program model trust application technology framework to address reliability issues in large models for specialized applications, aiming to accelerate their large-scale application in professional fields [1][2]. Group 1: Reliability Challenges - The primary challenge for specialized applications of large models is reliability, with current top technologies achieving only 80% to 90% accuracy, which is insufficient for fields like healthcare, industry, and finance [1]. - The term "hallucination" is used to describe the reliability issue, but it is viewed as an inevitable cost of intelligence rather than a problem to be eliminated entirely [1]. Group 2: Engineering and Intelligence Integration - The chairman of Ant Misuan, Wei Tao, emphasized that overcoming reliability issues should not rely solely on perfect large models but rather on the integration of intelligent and engineering systems [2]. - The High-Order Program framework draws from successful human engineering management experiences, incorporating mechanisms like standard operating procedures and checklists to ensure reliability even in the presence of hallucination issues [2]. Group 3: Application and Future Potential - The High-Order Program framework has been preliminarily applied in various industries, including financial risk control, network intrusion detection, and medical billing, showing significant improvements in reliability and timeliness [2]. - Wei Tao believes that solving the reliability problem will lead to the emergence of new "Killer Apps" for large models, highlighting the importance of engineering and intelligence fusion for reliable applications [3].