The number fog of the AI wars

ARR? More like ARRrrrgghh!

The number fog of the AI wars

TL;DR

  • Investors are treating AI startup finances like public company earnings, but the data is unclear.
  • There's little known about the expenses, cash burn, and profitability of major AI startups.
  • Reported revenue numbers, like OpenAI's annualized revenue, are loosely defined and subject to interpretation.
  • Annualized Revenue (ARR) is a common but arbitrary metric for these fast-changing companies.
  • ARR does not provide insight into costs or expenses.
  • Public company filings would offer standardized accounting rules and audits.
  • Past tech companies have seen their reported revenues adjusted or their IPO plans collapse after public scrutiny.