ok123456 47 minutes ago

This completely breaks down under the current reality of AI investment, as players large and small are no longer price-takers. The marginal costs of investment are not constant because we have finite supplies of GPUs, TPUs, memory, hard drives, and power. The Hamiltonian in equations 5 and 6 needs to account for this.

  • metalliqaz 40 minutes ago

    are you saying that previous technologies had effectively infinite supply?

    • ok123456 23 minutes ago

      No. I'm stating where the paper's assumptions are clearly violated.

      AI companies are intentionally trying to monopolize the supply of inputs needed for R&D. This violates homogeneity of degree 1.

    • jmalicki 18 minutes ago

      It's not that supply was actually infinite, but you didn't realistically have situations where you said "I want to buy GPUs for a data center" only to be told "there's a 3 year waiting list."

      You might have two months after NVidia 3090s came out where they were short, but it is nothing like today.