Algorithm Fog and Truth Breakthrough: Value Reconstruction and Practical Turn of News Authenticity Verification in the Intelligent Media Environment

新闻真实作为一个老生常谈的话题，正在随着新质生产力在新闻领域的深入而发生翻天覆地的巨大变革。从传统的新闻语境向智媒环境的转变，新闻失实的现象也开始偏离既定轨道而发生异化发展，此种变迁凸显着新闻辨伪的理论与实践的双重意义。对于现如今高频发生的新闻失实，其转变的复杂程度亟须各界透过其现象看清本质，聚焦新闻失实产生的深层原因，并推动新闻辨伪策略从理论向实践转化的体系重构。News authenticity, a time-honored topic, is undergoing tremendous changes with the deep integration of new productive forces in the field of journalism. The shift from traditional news context to the intelligent media environment has led to the alienated development of news distortion, which highlights the dual significance of theoretical and practical research on news authenticity verification. Facing the frequent occurrence of news distortion, the complexity of such changes urgently requires all sectors to see through the phenomenon to grasp the essence, focus on the deep-seated causes of news distortion, and promote the systematic reconstruction of news authenticity verification strategies from theoretical exploration to practical application.