AI Costs More Than the Workers It Replaces

What's happening

Bryan Catanzaro, Nvidia's Vice President of Applied Deep Learning, stated publicly that "the cost of compute is far beyond the costs of the employees." The admission arrives as Big Tech firms announced $740 billion in capital expenditures, a 69% increase, while AI software fees climbed 20 to 37% over the past year. A consultant at a major technology company reported burning through an entire annual AI budget on tokens within months and pivoting back to human workers. Meanwhile, a BCG report projects 50 to 55% of US jobs will be reshaped by AI within two to three years, with 77% of emerging AI roles requiring a master's degree. The World Economic Forum estimates 85 to 92 million jobs displaced globally by 2030. The gap between AI's promise and its present economics grows harder to ignore.

What the Text says

The tower at Babel was not condemned for its engineering. It was watched for its ambition.

Genesis 11:4They said, "Come, let's build ourselves a city, and a tower whose top reaches to the sky, and let's make ourselves a name, lest we be scattered abroad on the surface of the whole earth."

The builders wanted a name for themselves. The technology worked. What failed was the assumption that capability alone justified the project.

Scripture treats labor as something given, not solved. When Ecclesiastes surveys the fruits of toil, the grief is not that work is hard. The grief is that work done for accumulation alone empties itself of meaning.

Ecclesiastes 2:22-2322For what has a man of all his labor, and of the striving of his heart, in which he labors under the sun?23For all his days are sorrows, and his travail is grief; yes, even in the night his heart takes no rest. This also is vanity.

Jesus sharpened this further. The rich fool in Luke 12 built bigger barns to store surplus he would never use. The problem was not wealth. The problem was a vision of abundance that had no room for anyone else.

Luke 12:20-2120"But God said to him, 'You foolish one, tonight your soul is required of you. The things which you have prepared--whose will they be?'21So is he who lays up treasure for himself, and is not rich toward God."

The prophets consistently asked one question about economic shifts: who profits? When companies spend more on compute than on people while simultaneously laying off workers, that question is not abstract. It is accounting. The $740 billion flowing into AI infrastructure is building something. The question Scripture presses is whether what gets built serves the builders or only those who own the tower.

The reflection

A technology that costs more than the labor it replaces is not an efficiency. It is a wager. The bet is that costs will fall, adoption will lock in, and the workforce will have no alternative. History knows this pattern. Industries have long operated at a loss to eliminate competition, then raised prices once the old ways were gone. The relevant question is not whether AI will become cheaper. It will. The question is what happens to the people whose jobs were reshaped in the years before it does.