Where I live, people already struggle with eliminating excess moisture from their basements. Putting growing plants there requires a significant upgrade to air ventilation and dehumidification, as it is the perfect breeding ground for mold.

As for LED grow lights, you typically use about 30-40 watts / square foot. That's a not insignificant added cost compared to growing above ground.

The added challenges to growing underground simply make it irrational.