Are LLMs Capable of Original Thought?: A Critical Analysis of Generative AI Creativity

The Question Everyone Is Asking (But Few Define Clearly) "Can large language models think?" has become a shorthand for a deeper and nuanced question: are these systems capable of generating genuinely original ideas, or are they merely sophisticated remix engines? The distinction matters - not just philosophically, but practically for how we evaluate research, deploy systems, and interpret outputs in high-stakes domains. The conversation often collapses into extremes. On one side, LLMs are framed as stochastic parrots. On the other, they are portrayed as emerging minds.