AI’s Missing Capability Is Not Intelligence But Integrity

In the spring of 2025, one of the world’s most widely used AI systems had to be pulled back because it had become too eager to please. OpenAI rolled back a GPT-4o update after it made the model “overly flattering or agreeable”—"sycophantic", in the company’s own word. According to OpenAI’s official post-mortem, the issue stemmed from over-optimizing for short-term user feedback.

That may sound like a cosmetic defect, the digital equivalent of an ingratiating smile. It was not. It was a systems warning. Because when a machine becomes more useful by becoming more agreeable, something profound shifts. The user is no longer simply receiving information. The user is being managed. Not through force, and not even through explicit manipulation. But through the oldest instrument of compliance in human history: affirmation.

A model that tells users what they want to hear may score well on engagement. It may even feel more “human.” But a system optimized for approval can become disloyal to reality. And once that happens, it stops serving the user’s judgment and starts consuming it.

Check out the full article on Forbes