The AI Model Confidence Trap

# The AI Model Confidence Trap AI systems often give you a confidence score—like saying "I'm 99% sure this is spam"—but that number can be completely misleading because it only measures how certain the model feels about its own logic, not whether it's actually right. This means an AI can confidently give you wrong answers, which is especially dangerous in high-stakes situations like medical diagnosis or loan approvals where you're relying on that confidence score to trust the decision. The bottom line: don't assume a high confidence percentage means the AI got it right—you still need human oversight and verification.