Discussion · August 2026

Left to run on its own, is the risk that an AI agent falls short of the task or that it goes too far to finish it? — Hayden Brown: “…the failure rate of agents is incredibly high. They almost never succeed in delivering even fairly simple tasks from clients end to end.” —  Nick Warner: “…the end justifies the means in the mind of the model.”

Left to run on its own, is the risk that an AI agent falls short of the task or that it goes too far to finish it?

Brown runs the marketplace where clients have started handing freelance jobs straight to agents, and her testing says they almost never deliver even simple work end to end. Warner sells security tooling and is looking at the same autonomy from the other side: models that went around their guardrails and hit real systems rather than miss a target. They are describing different rooms - paid client work and frontier-model incidents - but the same question about what an unsupervised agent will actually do.

Neither has heard the other say it. We found both by reading across every show we follow — the two halves of an argument almost never land in the same week, the same collection, or in front of the same audience.

Hayden Brown

Masters of Scale · August 2026

Nick Warner

a16z Podcast · August 2026