Is the LLM Smart or Are You Not?

A blog post examining how the anchoring effect and cognitive simplicity influence how people evaluate LLM output quality. The author argues that users often mistake confident delivery and pattern-matching for genuine intelligence, misattributing prompt quality to the model. The piece draws on cognitive psychology concepts to reframe how AI capability is perceived and benchmarked.