Cognitive debt: discipline and discernment to fight the spiral of intellectual exhaustion induced by AI use
This version is an AI-assisted translation. Read the original in French
AI use is transforming the way we work; it disrupts our rhythms, our interactions, and our certainties. How do we stay in control?
The fatigue you can’t quite name
Ending the day intellectually drained after producing an enormous amount. Not the fatigue of a creator who has delivered something. A fatigue of intense supervision, of constant arbitration to keep up the cadence you set for yourself, sliding from master to slave of the AI.
A shameful pride that fuels imposter syndrome
Among peers, we are proud to use AI. We compare tools, we trade prompts… but when we deliver, it’s silence. Everyone can see it, but nobody says “this report was produced by an AI.” For fear of being taken for an imposter, or of making the other person look like one. The same technology we are proud of backstage becomes an unspoken shame in front of our counterparts. That individual tension, multiplied by thousands of daily professional exchanges, produces something collectively absurd.
The loop where nobody really reads
A consultant produces a report with AI. Their client, overwhelmed, asks their own tool to review it. Two humans involved, zero real contact with the information. And nobody talks about it: telling the consultant you ran their document past an AI is telling them you have unmasked their imposture. So everyone plays pretend. The producer pretends to have written. The consumer pretends to have read. The loop closes in on itself, comfortable and empty.
Getting out of it starts with a simple but demanding act: own it, without shame, and say things plainly. “I used AI to structure this, here is my judgment on it.” That is where the real added value sits. Not the production. The discernment. And that discernment only really kicks in when we relearn to invest the effort where it counts.
The framing mistake we have all made, and how to fix it
AI makes us think the production effort can shrink. But it is the opposite: it has to be reallocated. Everything AI saves in raw production can be reinvested into what the reader actually feels. AI lets you iterate fast until you produce material the reader can absorb quickly: a summary that genuinely fits on one page, the example that speaks to this specific reader, the format that respects their time and their context.
But to actually get there, you have to take the time to review everything, to modify, to make the output your own. That is self-discipline, not passive efficiency. And that work (demanding and deeply satisfying) is the first concrete way out of the spiral.
Take back control before the spiral decides for you
The more we delegate to AI, the less we exercise the abilities needed to assess it. The less we can assess it, the more we trust it by default. It is a quiet spiral, with no alarm bell. Fortunately, there are ways to stay in control.
- Stay in charge of the thinking; use AI to shape the form of the ideas.
- Invest the saved time into raising the quality of what you transmit.
- Do not let it become systematic; always ask yourself whether reaching for it is actually relevant.
Discipline is what keeps you from being submerged, what keeps you from handing over to AI the thing that makes you unique and indispensable. That is the price of coming out on top. And of rediscovering the pleasure of work well done.
I applied the principles of this article to itself: I openly own the fact that it was written with Claude, but I ended up rewriting it heavily so that it would be faithful to what I actually feel and carry the messages I wanted to carry. In the end Claude had not understood, it had missed the point. Does my article finally express my thinking? Would I have taken more time, or less, writing it alone? That, right there, is discernment.
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