The main risk is not whether AI needs capacity; it is whether Applied can turn signed
megawatts into energized revenue fast enough, and finance the next wave cheaply enough, that lenders, preferred holders, and
hyperscaler customers do not absorb most of the value. Power timing, buyer concentration, and
dilution remain the three hardest edges of the case.