Sue Mukherjee, Ph.D. All resources →
Mukherjee & Associates LLC · Governance Instrument No. 1

Governing the Exponential

An AI governance stand-up instrument for mission-driven institutions

The model is not the mission. This instrument establishes who reviews, who may ground, and what the institution can prove before the regulator, the accreditor, or the algorithm asks. Twenty items, five domains, one cabinet session. Every rating below Codified generates a ninety-day move.

Five-domain architecture translated from Dario Amodei, “Policy on the AI Exponential” (June 2026). The translation to higher education is interpretive; the essay does not address the sector.

The maturity scale: governance is what is written down

Ratings and the charter draft are computed and saved only in this browser, on this device. Nothing is transmitted; a cabinet’s self-assessment stays in the room.

The Profile

Ink density is maturity: the bar fills as governance moves from luck to record. 0 of 20 items rated.

The Ninety-Day Docket

Drawn from every item rated Exposed, then Reactive. Capped at eight: governance that lists everything schedules nothing.

The Charter, Drafted

A stand-up draft assembled from the ratings: authority, composition, scope, the docket, evidence discipline, and a planned-abandonment clause. Paste it into the board packet and mark it draft.

Download as Word document