Differences between true errors and fitted residuals (OLS)

One of the key errors that students make is confusing the "true" error term (which we never observe) and the fitted residual from OLS.
We observe the value of the dependent and the explanatory variable(s), but we never observe the value of the true error term.

[@guavifo]

Good explanation! Thank you.