AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
Why it matters
Flags a new compute constraint, AI agentAn AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.Full definition → tool-calling driving a CPU shortage on top of existing GPU and memory shortages, with a concrete recommendation to lock in compute capacity before the crunch worsens.
Key quotes
“New trend of CPU shortages: after a GPU shortage and memory shortage driven by AI companies, we’re now experienceding a CPU shortage, thanks to AI agents using a lot more CPU with tool usage.”
Gergely Orosz
“For compute-intensive services: it’s worth reserving more compute now.”
