Cognitive Concentration: The Hidden Risk Beneath Enterprise AI

Enterprises often use multiple AI-powered applications that appear diverse but may rely on the same underlying AI model, creating a hidden risk called cognitive concentration. This shared AI foundation can cause correlated errors across systems if the model changes or develops blind spots, posing challenges beyond traditional vendor or cloud concentration risks.