Recent research indicates that leading AI search agents like GPT-5.4 and Kimi K2.6 primarily confirm pre-existing knowledge rather than conducting new web research. This limitation was highlighted by the Harbin Institute of Technology using a benchmark that tests responses to recent events, revealing a drop in performance when models rely solely on their training data.