Writing

Essays on measuring what AI can actually take over: the thesis, the method, and what we learn running the loop. New pieces land here first; the short versions go out on LinkedIn.

In the works

One hundred vertical strokes on cream paper: eighty solid ink, then a gold scored line, then twenty faint ghosts with three drawn in gold.

The 0-to-80% problem

Why unmeasured AI apps stall, and why a demo that works 80% of the time is worthless for work that has to be right.

A survey map on cream paper: hatched machine-ready territory, stippled assisted territory, and open human territory beyond a gold measured boundary.

Measuring the automation frontier

Judgment loops, agreement rates, the three zones, and diminishing returns as a finding rather than a failure.

The research list

Essays on measuring what AI can actually take over. No promotion.