To understand under what conditions a long-run cost function for a product exhibits economies of scale, we need to clarify the concept of economies of scale:
**Economies of Scale**: This occurs when increasing the scale of production leads to a lower cost per unit of output. In other words, as the output increases, the average cost of production decreases. This is due to factors such as operational efficiencies, the spreading of fixed costs over a larger number of units, and other efficiencies that come into play with increased production.
Now, let's evaluate the given options:
From the analysis above, only Option 3 states that "average cost of production falls as the output increases," which is the hallmark of economies of scale. Thus, the correct answer is:
Average cost of production falls as the output increases.

