The Baseline Has Risen
I was complaining to a friend about AI-generated documentation.
As someone who writes a lot, I find it annoying. Everything is ten lines of explanation when two would do. Bullets everywhere. Generic fluff that buries the actual answer.
Then he gave me a different perspective.
“Before all this, everyone was garbage at documentation. Now the baseline has risen. For people who use these tools, the floor is higher than it used to be.”
He was right.
I was looking at it from the perspective of someone who already writes well. But for people who couldn’t write at all, ChatGPT actually made their output better. Not great. But better than before.
And that’s when it clicked.
This isn’t just about writing. This is about every profession.
Everyone’s Clients Got Smarter
Think about what happens before someone hires you now.
Before seeing a doctor, people chat with AI about their symptoms. Before hiring a developer, clients paste their ideas into ChatGPT and get back a rough spec. Before talking to a tax consultant, people ask AI what questions to even ask.
Your clients are showing up pre-informed.
On Upwork, I see this constantly. Job descriptions used to be two lines of vague nonsense. Now they’re detailed specs generated by ChatGPT. Sometimes over-engineered for what the client actually needs, but still more thought out than before.
The information gap that used to exist between you and your client is shrinking.
They know more coming in. Which means you need to know even more to stay valuable.
Juniors Are Now Competing With AI
If you’re a junior or a fresh graduate in any industry, you’re not just competing with other juniors anymore. You’re competing with AI.
The bare minimum used to be: show up, follow instructions, learn on the job.
Now the bare minimum is: be better than what a chatbot can produce for free.
If you’re a junior developer and your code isn’t better than what ChatGPT generates, why would someone pay you? If you’re a junior writer and your output reads like AI slop, why would someone hire you over just using the tool directly?
This is the biggest competition entry-level roles have ever faced.
Not from other humans. From machines that work for free and never sleep.
The Gap AI Can’t Close
AI is very good at the how.
Give it a task, it will execute. Give it a question, it will answer. It knows processes, patterns, and best practices better than any junior ever could.
But AI is terrible at the why.
It doesn’t know context. It doesn’t understand trade-offs in your specific situation. It can’t tell you that the multi-tenant architecture with row-level security it just recommended is absurdly over-engineered for a simple to-do app.
A human who understands the problem knows that. A chatbot just pattern-matches to what sounds sophisticated.
This is where juniors can still win.
Not by knowing more facts. AI will always know more facts. But by understanding when facts don’t apply. By knowing why a “correct” solution is wrong for this particular situation.
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How To Stay Ahead
First, accept that this is happening. Denial won’t help you. The baseline has risen and it’s not going back down.
Second, use the tools your clients are using. If they’re coming to you pre-informed by ChatGPT, you should know what ChatGPT tells them. Understand its patterns. Know where it’s right and where it falls apart.
Third, find the gaps.
Every field has things AI consistently gets wrong. Over-engineered solutions. Missing context. Advice that sounds good but doesn’t work in practice. These gaps are your value proposition.
When a client comes to you with an AI-generated spec that’s wildly impractical, you need to be able to explain why. Not just “this is wrong” but “this is wrong because of X, Y, and Z, and here’s what actually makes sense for your situation.”
That explanation is what they’re paying for. Not the execution, which AI can do. The judgment, which AI can’t.
Be The Boss Of AI
There’s an old saying about work.
People who know the how make good employees. People who know the why make good bosses.
That applies now more than ever.
If you want to be the boss of AI, learn the why. Understand the reasoning behind the patterns. Know when the standard answer doesn’t fit. Build judgment that can’t be automated.
The how is getting cheaper every day. The why is getting more valuable.
If you’re a junior right now, that’s your path forward. Not competing with AI on execution. Competing on understanding.
The baseline has risen. Rise with it.
With or without my help – I wish you the best.
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