AI and the Job Search Paradox

Just Because You Can, Doesn't Mean You Should

Recently I had a conversation with someone who had applied to 85 jobs in three days.

Eighty five.

Before I could stop myself: "What. Why?"

The answer came back without a flicker of hesitation. "Because I used ChatGPT. Each application took a fraction of the time."

And that is the thing I keep coming back to. When did "because I can" become the same as "because I should"?

The efficiency trap

Let me be clear from the outset: this is not an anti-AI piece. AI is one of the most genuinely useful tools available to anyone navigating their career right now. It can draft cover letters, tailor your CV to a job spec, reshape your LinkedIn profile, and generate networking messages while you are waiting for the kettle to boil.

But here is what I keep seeing in coaching conversations: people defaulting to volume because AI makes volume possible. The logic seems sound enough. If I can do ten times as much, surely my chances increase tenfold?

Except they do not.

What we have quietly created is an arms race. Candidates use AI to apply to everything. Employers, drowning in applications, use AI to filter them out. Candidates need to apply to even more jobs to get through the AI gatekeepers. And round it goes.

It is exhausting. And increasingly, it is not working.

The quality question

What gets lost in the rush is something more fundamental than strategy. It is conversation. Not just with recruiters and hiring managers, but with your AI tool itself. Because the quality of what AI produces is directly proportional to the quality of what you put in. When you are racing through fifty applications a day, you are not having a quality conversation with anything or anyone. You are pressing buttons.

Research from Jeff Hancock at Stanford and Kate Niederhoffer at BetterUp has been exploring exactly this territory, looking at what happens when we outsource too much of our thinking to AI systems. Their work on the cognitive and emotional labour of working with AI highlights something important: using AI well requires effort, attention and intentionality. When we treat it as a magic shortcut rather than a collaborative tool, we do not just get weaker outputs. We gradually diminish our own agency and critical thinking in the process.

A coaching colleague told me recently that one of her clients had used AI to write a cover letter for a role they genuinely wanted. When she asked them to read it aloud, they stopped halfway through. "I wouldn't actually say this," they admitted. "It sounds like someone else."

Which, in a sense, it is.

Efficient but hollow. Technically correct but emotionally flat. It ticks boxes but it does not land. And then we are genuinely baffled when it produces no results.

Remembering your agency

This is where it gets interesting, and where I think the real conversation lies. Not a finger-wagging "put down the AI" intervention, but a genuinely useful question: what am I actually asking AI to do here, and why?

You have more agency in this than the volume-first approach suggests. You get to decide which parts of the process you hand over and which you keep close. Maybe AI drafts the structure of a cover letter, but you write the opening paragraph, the bit that actually sounds like you. Maybe it helps you identify companies that match your criteria, but you do the research on which ones genuinely align with what you are looking for.

You also get to decide what progress actually means in your job search. Is it the number of applications sent? Or is it the number of meaningful conversations started? The clarity gained on what you actually want? The applications you sent that you would be proud to put your name to?

Here is the reframe: AI is not here to do your job search for you. It is here to help you do your job search better. But only if you are clear on what better actually means.

So, what now?

If you are recognising yourself in the 85-applications story, the suggestion is not to abandon your AI tools. The suggestion is to pause long enough to ask a few honest questions.

Are you using AI as a thinking partner, or just a faster typewriter? Where are you trading quality for speed, and is that trade genuinely worth it? Which parts of this process do you actually want to keep human?

Because the truth is, you do not need to apply to 85 jobs. You need to apply to the right jobs, in a way that is considered, authentic and sustainable. AI can absolutely help you do that. But only when you are clear on what you are asking it to do, and why.

Just because you can, does not mean you should. And remembering that is where your agency lives.

A question to sit with

What is one boundary you could set with AI in your job search this week? And what would that free you up to do instead?