What question it tracks
Which roles lose bargaining power first, which work bundles get pulled upward, and what remains hard to compress without trust, context, or accountability.
This dossier tracks the collapse and repricing of knowledge-work middle layers. The goal is not motivational advice. It is to map the action surface honestly while the shift is still in motion.
Which roles lose bargaining power first, which work bundles get pulled upward, and what remains hard to compress without trust, context, or accountability.
Most public writing still treats AI labor change as a future event. This dossier treats it as a current repricing with uneven timing by role and market.
ACDP provides the quantitative spine. The ledger tracks public calls. The dossier turns those outputs into a running argument and article sequence.
The active front piece. It stops naming the collapse and starts mapping the 19 moves still open to people inside exposed workflows.
A supporting read on how frontier model narrative changes labor bargaining, perceived defensibility, and platform distribution.
A narrow article on the first visible fault line in finance and consulting analyst classes.