The Fallacy of the Machine: Why Large Language Models Struggle as Objective Judges in AI Evaluation
The rapid acceleration of artificial intelligence development has birthed a secondary industry focused on evaluation, where the sheer volume of generated content has outpaced the capacity for human oversight. To…
The Fallacy of the Automated Arbiter Unpacking the Critical Biases of LLMs as Judges in Evaluation Frameworks
The rapid integration of Large Language Models (LLMs) into the infrastructure of modern evaluation—spanning from the grading of academic code to the ranking of peer-reviewed research—has been driven by the…









