What is L_i(w) in this case? Cosine-weighted hemisphere sampling should give a point on the hemisphere, what exactly is the output from this slide? How do we connect the output point to the formula above?

What is L_i(w) in this case? Cosine-weighted hemisphere sampling should give a point on the hemisphere, what exactly is the output from this slide? How do we connect the output point to the formula above?