The mandate travels downward and the exemption stays where it was written. The fourth essay in the Prior Obligations series examines organisations that require AI of the crew while the bridge quietly abstains, the consumption quota that enforces it, and the questions a director might ask.
I can audit a model's output on leadership and must take its tax advice on faith. That asymmetry is the whole problem, and it is not psychological. The third essay in the Prior Obligations series argues that AI does not deskill the competent—it unmasks the fake.
Most conversations about artificial intelligence and the executive begin with a number that refuses to move. For the better part of a decade the surveys have promised imminent transformation; for
Six new names for old wounds. The 'psychological debt' said to accompany AI is neither novel nor peculiar to the technology—it is the perennial business of managing people through change. The first of five essays on what the diagnosis gets right, and what it conveniently overlooks.
There is a familiar shape to the discussion of artificial intelligence in Australian enterprises. Adoption figures rise. Pilot counts rise. Licence spend rises. Somewhere in the annual report a paragraph
Generative AI has made plausible ideas nearly free, and a fashionable argument says this changes everything. It doesn't. Ideas were never scarce—judgement was, and remains so. On Grub Street at industrial scale, AI slop, and the only mile that was ever hard.
Part IV of a IV part series. The organisations capturing real value from AI are not better at AI; they are better at running organisations. The specific moves boards and executives can make to join them—and why nine years of evidence says most will not.
Part III of a IV part series: thirty-four per cent of organisations claim to be deeply transforming with AI. Eighty-four per cent admit no jobs have been redesigned. These two findings cannot both be true in any operationally meaningful sense. One of them is theatre.
A double issue. April and May kept returning to one move: swapping something legible—a competency grid, a diagnosis, a silver-bullet hire, a perpetual pilot—for the harder work of judgement. The task is always to weigh the particular case, not reach for the proxy that spares the weighing.
Part II of a IV part series: twenty-five per cent of organisations have moved AI experiments into production after nine years of trying. Fifty-four per cent expect to within three to six months—a prediction that has appeared in every major survey for nearly a decade.
Part I of a IV part series: for nine years surveys have produced a remarkably similar finding: a small minority of organisations capture real financial value from AI; the great majority spend, signal, and pilot.
March’s essays converge on a simple truth: leadership is less about solving problems than managing enduring tensions. From strategy to governance, the task is not to choose sides, but to exercise judgement—resisting the drift toward process, theatre, and easy answers.
