How AI Actually Works (Under the Hood)
Lesson 6 of 6
0%Lesson 6
20 min
Common Pitfalls: Overfitting, Bias, and Hallucinations
Quick Summary
Overfitting, bias, and hallucination are different failure modes. Each has a different cause, detection method, and control, so they should not be treated as one vague problem called AI risk.
What you will learn
- ·Differentiate overfitting, bias, and hallucination
- ·Match each failure mode with an appropriate test
- ·Design layered controls that include people and process