Before You Automate With AI, Ask What You Need to Keep Practicing
Updated: 14 hours ago
A faster workflow can solve today’s task while changing what you are prepared to do tomorrow.
What happened
Imagine an AI agent that reads your meeting notes, updates the project plan, assigns follow-ups, and sends everyone a summary. It removes an hour of administrative work. It also means you may stop practicing how to turn a complicated conversation into a clear set of commitments.
What it means
The practical point is that today’s efficient arrangement can affect tomorrow’s options. If the agent always converts discussion into commitments, you may become faster at moving work along while becoming less familiar with the judgment hidden inside that step.
That does not make automation a bad bargain. Some abilities are worth using less. Few people need to preserve a cherished talent for copying dates between calendars.
The useful distinction is between execution and review. A weak review asks whether the output looks plausible. A meaningful review asks whether the system made a decision you intended to keep.
The Focused Human lens
Before automating a recurring task, divide it into three parts:
Run alone: repeatable steps with clear rules and inexpensive errors.
Stop for review: recommendations, commitments, public messages, or anything costly to reverse.
Keep practicing: a judgment or ability you want available even when the tool is absent.
For the meeting workflow, transcription and formatting might run alone. Assigning owners could wait for approval. You might still write the final statement of what the group decided, because that act forces you to resolve ambiguity.
The cost is attention. Real review takes longer than clicking approve, and preserving every skill would defeat the point of automation. Choose selectively. Keep the abilities tied to accountability, understanding, or work you value; allow routine mechanics to fade.
What task would you automate, and which part of it would you still want to know how to do well?
Want a starting point? Take the attention quiz.
Stay curious, A. Karacay
