A uniform prior
We might enter the experiment with no expectations about how well or how poorly participants will perform.
Now, we observe one trial: a success!
This changes our belief about the probable probabilities of success: we know it can’t be zero, because we just saw a success.
In fact, here’s how our belief about every probability looks now, superimposed over our prior:
Let’s let a couple more trials trickle in:
And even more…
What is happening here?