AI RESEARCH

Temporal Flattening in LLM-Generated Text: Comparing Human and LLM Writing Trajectories

arXiv CS.CL

ArXi:2604.12097v1 Announce Type: new Large language models (LLMs) are increasingly used in daily applications, from content generation to code writing, where each interaction treats the model as stateless, generating responses independently without memory. Yet human writing is inherently longitudinal: authors' styles and cognitive states evolve across months and years.