Sam Altman Says the Singularity Has Already Begun and Describes a Cycle in Which Robots Build New Data Centers

Sam Altman Says the Singularity Has Already Begun and Describes a Cycle in Which Robots Build New Data Centers

In a July 25 interview with Tee Morse, OpenAI CEO Sam Altman described the present moment as the singularity. He asked listeners to imagine automated production in which a data center controls robots, and those robots build the next data center.

Altman describes the singularity as a “crazy exponential curve” that is already underway. There is no single second when the decisive change occurs, but he says the present period will determine the curve’s direction. Ten years ago, this prospect seemed distant and unlikely to him. He now says that humanity is already inside the process.

He links the next stage to the physical infrastructure required for computing. In a fully automated cycle, a data center uses part of its computing capacity to control robots. The robots build another data center, whose capacity then feeds back into the same cycle. Altman suggests viewing this possibility as follows:

“Too much attention is paid to algorithms that improve algorithms, and too little to data centers that can create new data centers.”

This model is constrained by electricity, chips, and construction. The International Energy Agency compares the electricity consumption of a typical AI data center with that of 100 thousand households. In its base case, global data center electricity consumption will rise from 415 ТВт·ч in 2024 to approximately 945 ТВт·ч by 2030.

In Altman’s model, computing becomes part of the production process that creates its own physical infrastructure. In the same conversation, he identified transistors as the primary constraint, followed by electricity. These factors determine whether a new data center can begin another round of construction.