The Giving of Orders

In the AI Story

The application to AI is structural, not stylistic. The person who uses AI by issuing commands — 'Write me a report on X,' 'Generate code that does Y' — is operating in the mode Follett identified as least productive. The machine complies. The output is competent. But the interaction is linear, and linear interaction produces linear results. The prompter's intelligence is not engaged in the process; it is substituted by the machine's capability. The person who uses AI by posing problems — describing situations, sharing confusion, articulating half-formed intuitions — is operating in the mode Follett would have advocated. She is not commanding but inviting; the AI's response is not compliance but contribution.

At the organizational level, the distinction determines whether AI amplifies the organization's intelligence or merely accelerates its execution. In a command-based model, the leader specifies what the AI should produce, team members execute the leader's prompts, and output is reviewed for compliance with the original vision. Team members become intermediaries between the leader's vision and the AI's execution — their own judgment, situational knowledge, and creative capacity unengaged. In a situation-based model, the leader describes the situation the team faces and each member, equipped with AI tools, engages from her own perspective. The authority that drives organizational action derives from collective reading rather than individual position.

The developmental dimension is decisive. A worker who receives commands develops the capacity for compliance; over time, her judgment atrophies. A worker who receives situational challenges develops the capacity for judgment; her ability to read situations and exercise creative problem-solving grows through practice. AI amplifies both trajectories. The organization that gives commands produces workers who progressively lose the capacity for independent judgment — the very capacity AI cannot provide. The organization that gives situational challenges produces workers who develop these capacities with each engagement, each amplified by AI tools.

The paper anticipated by a century the distinction between prompts and questions that Gadamer's hermeneutics made explicit. A prompt directs the system toward a known destination. A question opens a space that did not previously exist. The mode of engagement with AI is continuous with the mode of engagement with colleagues — and both modes shape, over time, the kind of person the user is becoming.

Origin

The paper was delivered as part of Follett's lecture series at the Bureau of Personnel Administration in New York, to an audience of senior managers who had been trained in Taylor's scientific management principles. The argument scandalized them because it treated what they understood as their professional prerogative — the right to give orders — as a technique whose form they had been getting wrong.

Key Ideas

Form determines response quality. How an order is given shapes the intelligence of the compliance or engagement it produces.

Commands produce compliance; situations produce engagement. Two structurally different modes of organizational interaction.

Prompting AI as command is least productive. Linear instruction produces linear output; intelligence is substituted rather than engaged.

Posing problems to AI activates circular response. The interpretive engagement generates insights neither participant could produce alone.

The mode shapes the person. Over time, command receivers develop compliance capacity; situation readers develop judgment capacity.