Scoping the pilot to redesign-amenable roles and auditing workflows first is necessary because the output-stability result does not transfer to coverage-bound or pace-limited work.

Respond to this claim on Isonomia

Build or challenge arguments with structured reasoning in the Digital Agora.

Embed this claim

<iframe
  src="https://www.isonomia.app/embed/claim/abee102100668786a7e4725a1c2837ea01cd1cc01ef68f655e493d29b28db791"
  width="600"
  height="280"
  frameborder="0"
  style="border: 1px solid #e5e7eb; border-radius: 8px;"
  title="Isonomia Claim"
  loading="lazy"
></iframe>

Copy and paste into any website or forum that supports HTML.