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AI-MAXXING

Using AI to optimize every task, including deciding which tasks needed AI.

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What is AI-MAXXING?

AI-maxxing is the impulse to insert generative AI into every task, decision and workflow. The promise is leverage; the maxxing starts when prompting, checking, integrating and discussing the tools becomes another job layered on top of the original one.

Supposedly maxes

AI usage / automation / output volume / prompt literacy / delegation to probabilistic systems

Adherents believe

  1. Every task contains an automatable layer.

  2. A better prompt is a form of management.

  3. Manual work is an unexamined habit.

  4. More output is evidence of leverage.

  5. Verification can be delegated later.

You may already be AI-MAXXING if…

  • a simple email becomes a prompt-engineering opportunity
  • you ask a model to choose before you notice you have a preference
  • the automation needs a meeting to explain its automation
  • you have delegated a task whose instructions took longer than the task

Typical practices

  • using AI for routine writing
  • building prompt libraries
  • automating research and planning
  • connecting multiple AI tools
  • asking AI whether a task needs AI

Spotted in the wild

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