Why executives need a dark factory
September 2026
A small AI production capability can advance work while your attention is elsewhere. Building one teaches you what to delegate, how to judge the result, and what to commission next.
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Default AI prose becomes generic when the assignment withholds purpose, evidence, trade-offs, and judgment. A practical editorial method puts those stakes back into the work.
Read the essay →September 2026
A small AI production capability can advance work while your attention is elsewhere. Building one teaches you what to delegate, how to judge the result, and what to commission next.
Read the piece →September 2026
Recovered capacity can support learning, better management, and a more sustainable working life. Decide which benefits deserve protection.
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A custom operating view can connect useful services around a decision. Its value depends on source fidelity, permissions, and an owner for maintenance.
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Protect attention with an acknowledged pause: preserve the question, assign an owner, set a return time, and make earlier escalation explicit.
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Change the representation of an unsettled problem to expose its assumptions. Standardize the useful form only after it has survived meaningful review.
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Choose AI capability for each step by its ambiguity, consequences, and verification cost. Project prestige is a poor guide to model spend.
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Add tools and coordination when repeated work justifies them. Start with a small experiment, then invest where its actual limits become visible.
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A practical test of AI literacy: understand how an answer was produced, check its source, and know what the decision still requires.
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How the first AI•DOOM Assessment used operating questions to start a conversation, and why its original scores were never a verdict on an executive.
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A five-year model separating calendar-time improvement in AI from the operating practice an executive builds only after starting.
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The Quiet Turn naming search changed when brand meaning and domain availability became separate decisions.
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Use AI to examine assumptions and alternatives while keeping the objectives, evidence standards, and responsibility for consequential choices explicit.
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A hypothetical status meeting shows how to test whether a summary can replace reporting while preserving the discussion the team still needs.
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Time saved on preparation becomes useful attention only when leaders account for review costs and protect space for consequential work.
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