AI agents are stochastic; companies are profiting by selling safety cages, not better tools
Founders recognize that autonomous AI agents are unreliable and expensive, so the emerging market is building guardrails—cages, kill switches, and monitoring—rather than trying to make the agents deterministic. The piece argues that winning will come from controlling the user‑layer and resource‑layer, echoing the cloud‑wars lesson that neutral platforms survive.