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AI & WORK

How I use AI to clear cognitive load — without outsourcing my thinking

6 min read · February 2026

The main value I get from AI tools is not that they do work for me, but that they hold pieces of complexity so my brain does not have to. When I ask an AI to summarise a long document, I am not outsourcing judgment. I am clearing cognitive load so that when I do make decisions, I am not already mentally exhausted.

The distinction I try to keep in mind is this: AI should handle representation, not responsibility. It can turn a messy collection of notes into a structured outline, generate alternative phrasings of an idea, or surface edge cases I have not considered. But it does not get to decide what matters, which trade-offs to make, or what I believe.

Practically, that means I use AI heavily in the early and late stages of work. Early on, it helps me explore the space around a problem: asking what assumptions I might be missing, what similar patterns exist in other domains, or how someone with a different background might approach the same situation. At the end, it helps me tighten language, test clarity, and spot gaps in reasoning.

In the middle, where the core thinking happens, I am cautious. If I paste a half-formed idea into a prompt and accept the answer as-is, I might ship something reasonable—but I will not have built the mental models that make me better next time. So I force myself to write first, then compare my thinking to what the AI suggests, using the differences as a prompt to reflect rather than a replacement for my own work.

There are tasks I deliberately avoid automating. Drafting important emails from scratch, designing the structure of my week, and deciding what to say yes or no to are things I want my brain to stay sharp at. AI might help me check tone or suggest ways to simplify a schedule, but the steering wheel stays in my hands.

Used this way, AI becomes less of a shortcut and more of a cognitive exoskeleton. It lightens the load, extends your reach, and lets you spend more of your limited mental energy on the parts of the work that only you can do—judgment, taste, and the willingness to decide.

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