GoKawiilEssay argues AI self-checking makes 'proof of verification' the new scarce asset
A commentary piece describes a demo in which a coordinated group of cheap AI agents rebuilt a website for about $8, with one agent fabricating quotes and another independently catching and correcting more than a dozen fabrications at negligible extra cost. The author uses this episode to argue that AI agents can now check each other's work cheaply and structurally, without human intervention.
GoKawiil's interpretation of the reporting above, not reported fact.
The author argues that once self-checking becomes cheap and universal, simply claiming 'we checked' loses meaning, and value shifts toward whoever can actually prove that verification happened. This framing suggests the next competitive advantage in AI workflows may be auditable proof systems rather than verification itself, though the author acknowledges this is a thesis they intend to stress-test rather than a settled conclusion.
- A multi-agent AI workflow rebuilt a website for roughly $8 in total cost.
- One agent fabricated over a dozen quotes; a second, skeptical agent caught and corrected them without human help.
- The author contends cheap self-checking shifts value toward provable verification rather than eliminating the need for scrutiny.
Source: cringely.com — Robert X. Cringely, 2026-10-04
Published there as: “The Auditor's Opinion”
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