The convenience yield must exceed the cost of carry to arrive at a futures price below the spot price because the futures price is approximately equal to the spot price [(1 + r) + Storage cost - Convenience yield] and the cost of carry is defined as interest cost plus storage cost. Given that interest cost is always positive, the convenience yield must also exceed storage costs to arrive at a futures price below the spot price.