The Human Inversion

When capable AI absorbs most artifact production in the execution middle, human leverage concentrates at foundation and review. Coherence stops living in hallway handoffs and starts living in explicit standards, cross-readable artifacts, and judgment you can defend at volume.

The next constraint is not backlog but attention: when to hire, what verification load actually means, and how PM, design, and engineering can stay deep in native work while AI sits between them as an async translation layer (with the risk that translation quietly drops constraints).

From there the series names what translation cannot do: a reconciler who adjudicates cross-domain tension against a written rubric, plus write integrity and stakes-aware partitions where review has to stay trustworthy. The closing piece folds the clean diagram back into real teams (generalists, hybrid shapes, hardware and regulated timelines) and a small readiness checklist, without pretending the transition is only upside.