The Birthday Problem

Why are so few random people needed for a likely chance of a shared birthday?

The birthday problem is: how large does a group need to be before it is more likely than not that two share a birthday?

Intuition may offer 183 people as an answer, since that is 365 divided by two rounded up. The answer is 23 or fewer.

(GIF: Tenor)