AI Foundations
Overfitting
Definition
When a model learns its training examples too closely and performs poorly on unfamiliar data.
Why it matters for your business
Strong results on old records do not prove an AI feature will work on new customers or situations.
In practice
A sales forecast fits last year perfectly but misses new seasonal buying patterns.