AI threatens to obscure mediocrity and excellence alike, says commentary

Artificial intelligence is increasingly making presentations sound more polished, emails read smarter, and strategic documents more coherent, leading to a situation where almost everyone appears competent. This is a significant, yet often overlooked, impact of AI.

For decades, professional competence was evident through clear differences in thinking, judgment, and communication. Some individuals naturally structured ideas better, grasped complex issues more effectively, or identified nuances others missed. While organizations were never perfect at talent identification, skill disparities were at least visible. AI is changing this landscape by instantly generating sophisticated emails, structured analyses, and persuasive presentations, improving grammar, sharpening tone, and organizing thoughts with remarkable speed.

A large portion of the characteristics that previously distinguished high performers from lower ones are starting to disappear. This results in a subtle but profound shift: AI enhances professional work output but complicates the perception of true competence. In many organizations, communication has long served as an indicator of intelligence. Clear presentations suggested strategic clarity, fluent expression implied expertise, and confidence conveyed authority. However, as AI systems become more integrated into daily work, these signals are becoming increasingly unreliable. The quality of the presented work is becoming decoupled from the quality of the underlying intellect. This is particularly dangerous in industries heavily reliant on expertise, such as healthcare, consulting, and technology.