The New Risk Isn't Being Wrong. It's Being Indistinguishable.

I need to make an uncomfortable confession.

Last month, I read one of my own posts from 2024 and thought: "That's pretty good. Who wrote that?"

I wrote it. Obviously. It was on my page. Under my name. With my photo next to it.

But for about four seconds, I genuinely wasn't sure. Because it sounded like... everyone. It sounded like every other leadership communication post on LinkedIn. It had the right structure. The right tone. The right "here's-what-I've-learned" energy.

It was competent. It was polished. It was completely, devastatingly replaceable.

I could have swapped my name for any of about six thousand people in my space and not a single reader would have blinked. The insight was real. The experience behind it was real. But the way I'd expressed it? Generic. Interchangeable. Beige.

And then a much worse thought occurred to me.

If I couldn't tell it was mine... what exactly was I bringing to the table that a well-prompted AI couldn't?

I sat with that question for an uncomfortable amount of time. The kind of amount of time where your coffee goes cold and you stare at a wall and your partner walks by and says "Are you okay?" and you say "I'm fine" in a tone that communicates you are not fine.

Because here's what hit me.

I'd spent twenty years building expertise. Real expertise. Hard-won, failure-tested, pattern-recognition expertise. The kind you can't Google. The kind that only comes from being in rooms where things went wrong and having to figure out what to do next.

And I'd been packaging all of that expertise into... the same format, the same language, and the same temperature as everyone else.

I had a Michelin-star kitchen. And I was serving the food in a cafeteria tray.

That was a wake-up call. Not about AI. About me. About the gap between what I know and what I show. About the difference between being an expert and being distinguishable as an expert.

Because those are two very different things. And most of us are only doing the first one.

I looked at what the smartest people in my field were doing. The ones who weren't just respected but sought out. The ones where you read their work and you knew, within three sentences, that it was them.

Not because of their style. Because of their judgment.

Because they said things nobody else was saying.
Because they told you what to ignore, not just what to do.
Because they disagreed with the default and backed it up with the kind of specificity that only comes from experience.

They weren't more competent than me. They were more visible in their discernment. And that visibility was the whole ballgame.

So I started asking a question that changed everything: what do I see that a language model never would?

Not what do I know. What do I see. What do I notice. What would I ignore. Where would I disagree. What would I overweight that everyone else is underweighting.

That's what this edition is about. Because the risk isn't being wrong anymore. The risk is being indistinguishable. And most experts are sleepwalking straight into it while producing the best work of their careers.

I'm not here to have the "AI is taking our jobs" conversation. That conversation is boring and usually wrong. AI isn't taking your job. AI is taking your camouflage.

For years, competence was the costume that expertise wore. If you could produce good work, people assumed you had good judgment behind it. The work was the proof. Nobody looked deeper because they didn't need to. Good output was rare enough that it functioned as a reliable signal.

That signal is broken now.

Good output is everywhere. Which means good output, by itself, tells the audience nothing about whether you are the person they should listen to, work with, or bet on.

This is how I see the common understanding: AI is a tool that makes you more productive. Learn to use it. Stay current. Adopt the technology and you'll stay competitive.

But my take is: Staying productive isn't the risk. Being indistinguishable is the risk. If your value proposition is "I produce good work," you now share that value proposition with every person who has an internet connection and a subscription.

The new differentiator isn't what you can produce. It's what you can see. Your discernment. Your judgment. Your point of view.

The things that can't be prompted. The things that require years of pattern recognition, domain expertise, and the courage to say something that a language model would never say because language models don't have stakes in the outcome. You do. That's your edge. But only if you make it visible.

Enough diagnosis. Let's fix it.

Before you share anything — an email, a recommendation, a strategy, a post, a presentation — run one quiet check:

"If someone removed my name from this, would anything about it still point back to me?"

If the answer is no, it might be strong. But it's neutral. It could have come from anyone. It could have come from a prompt. And in a world where prompts are free, neutral is the most expensive thing you can be.

Here's a useful way to think about it.

Right now, a lot of professional communication is technically correct but interchangeable. It's like hearing a great song with no distinct voice behind it. You can appreciate it in the moment. But you wouldn't recognize it if it came on again. You'd never say "oh, that's them." You'd say "oh, that's nice." And "nice" doesn't get you called back.

The shift isn't to add more. It's to add a signal of authorship.

Something that tells people: this is how I see it.

One simple way to do that is to layer in what I think of as a "judgment line."

Not a paragraph. Not a full argument. Not a manifesto on your worldview.

Just a single line where your evaluation becomes visible. Where you stop describing what is and start showing how you think about what is.

One line. Placed well.

That's the difference between content and perspective. Between competent and distinguishable. Between "that's good" and "that sounds like something you would say."

Starting tomorrow. In real conversations. In real rooms. In real time.

Let’s get it…

And subtraction is where discernment lives. Anyone can pile on more data, more options, more considerations. The person who says "this part doesn't matter" is the person who's seen enough to know what's signal and what's noise.

Try:

"What I wouldn't focus on here is..."

"I don't think this part is doing as much work as it seems..."

This does two things immediately. It shows discernment — you're not just processing, you're filtering. And it reduces noise for everyone else. You just saved the room twenty minutes of debating something that didn't deserve the debate.

That's value. And it's the kind of value that only comes from someone who's been in enough rooms to know where attention gets wasted.

Most conversations operate inside whatever frame was established first. "We have a communication problem." "We need more resources." "Our timeline is too aggressive."

Everyone works the problem as stated. Nobody questions whether the problem was stated correctly.

You can.

Try:

"This looks less like a communication issue and more like a prioritization one."

"We might be treating this as a resource problem when it's actually a sequencing problem."

Now you're not adding another idea to the pile. You're changing the lens everyone is using. That's a fundamentally different contribution. Ideas compete with other ideas. A reframe changes the competition entirely.

The person who reframes the problem becomes the person the room orients around. Not because they were loudest. Because they were seeing something nobody else was looking at.

It rarely is.

But nobody says that. Everyone politely discusses all seven agenda items as if they carry the same weight. They don't. Two of them are load-bearing. Five of them are decorative. And the room is spending equal time on all seven because nobody has the nerve — or the judgment — to say which ones actually matter.

You do.

Try:

"This part feels overweighted relative to its actual impact."

"We might be over-indexing on speed here at the expense of clarity."

That kind of comment helps the room recalibrate in seconds. It's not aggressive. It's not dismissive. It's the kind of thing that makes people pause, rethink, and say "actually, you're right."

Anyone can react to the immediate situation. The expert sees one move ahead. What does this decision create? What pressure does it put on the next decision? What problem does it solve now that it will cause later?

Try:

"If we go this route, the next issue we'll run into is..."

"This solves the immediate problem, but it creates pressure here..."

Now you're not just reacting. You're showing how you think ahead of the decision. And in a room full of people focused on the present problem, the person who can see around the corner becomes the most valuable voice in the conversation.

This is the thing AI genuinely cannot do.

It can analyze the current situation. It cannot tell you what the current decision will cost you three decisions from now. That requires experience. Pattern recognition. Having watched the dominoes fall enough times to know which one tips next.

You have that. Show it.

This is where a lot of people get stuck. They think making their judgment visible means disagreeing loudly. Starting arguments. Being the contrarian in the room.

It doesn't. It means calmly, clearly, specifically offering a different angle. Not a fight. A fork.

Try:

"I see why we'd go that direction. I'd approach it slightly differently..."

"That works on one level. I'd prioritize this piece first..."

This keeps the tone grounded. No drama. No ego. Just a professional with a different read on the situation, stated with confidence and specificity.

And that confidence isn't performed.

It's the natural result of having done the work, seen the patterns, and formed a perspective that you trust enough to share out loud.

In most cases, one well-placed judgment line is enough.

Because the goal isn't to sound different. It's to make your thinking traceable.

So that later, when someone hears a similar idea, they think:

That sounds like something you would say.

That's the signal. That's what distinguishes you from the tool, from the competitor, from the six thousand other people in your space producing competent, polished, interchangeable work.

Not more output. More you in the output.

The new professional risk isn't being wrong. It's being indistinguishable.

AI has raised the floor on competence so dramatically that good output alone no longer signals expertise. It signals access to a tool.

The fix isn't to produce more. It's to make your thinking traceable. One judgment line in a meeting. One reframe in a conversation. One moment where you name what you'd ignore, call out what's misweighted, or surface what happens two moves after the obvious decision.

That's discernment. And discernment is the new differentiator.

Not because the world decided it should be. Because AI made everything else replicable. Your judgment, your perspective, and your willingness to say the thing a model would never say because it has nothing at stake, that's what's left.

That's what's yours. Stop hiding it behind competent, polished, interchangeable output. Start making it visible.

One line at a time.

Thanks for reading. Be easy!
Girvin