Verbal tics in frontier language models: A critical review of current releases, research evidence, and public discussion

Shuai Wu, Xue Li, Yanna Feng +6

Repeated praise, canned reassurance, familiar contrasts, and conspicuous vocabulary are recurring subjects in discussions of large language models. Their interpretation depends on…