In this video, the teacher explains what happens when you add even numbers together. They demonstrate through examples that the sum of any two even numbers will always be even, and even plus even will always equal even. They also explain that the sum of more than two even numbers will also be even, emphasizing that any amount of even addends will always result in an even sum.