What AI Exposes About Useful Work

There’s a particular kind of quiet humiliation in being treated as B Ark material.

Not fired with drama.

Not even clearly rejected.

Just… absorbed, reclassified, optimised out of relevance.

Migrated into irrelevance through language that sounds rational on the surface.

On Golgafrincham, they wrapped it in a story about survival. The “non essentials” were told they were going first. Pioneers. Necessary for what comes next.

Now it arrives dressed as strategy.

Right sizing.

Efficiency.

AI enabled transformation.

It lands as a calendar invite with no context. Then a conversation with careful wording. Then a LinkedIn post about reflection and gratitude.

The tone is calm. The impact is not.

Underneath all of it sits a very old question that we have never really answered:

What counts as useful?

And who gets to decide?

AI does not create that question. It exposes it.

Because at one level, the critique is not wrong.

A significant portion of marketing work has always been pattern and repetition. Turning briefs into outputs. Turning meetings into decks. Turning signals into reports.

That layer is now automatable at scale.

So something uncomfortable becomes visible.

If that is all the work is, then yes, a lot of roles disappear.

But that is not all the work has ever been.

Underneath the repeatable layer is something harder to define and harder to measure.

The work of noticing.

The work of interpreting.

The work of holding a mirror up to an organisation and asking questions it would rather avoid.

Why do we exist, really?

Who would miss us if we disappeared?

Where are we saying one thing and living another?

AI can produce answers to those questions instantly.

It cannot hold them.

It cannot feel when they are untrue.

It cannot sit in the tension between what is said externally and what is experienced internally.

That tension is where a lot of people in brand, marketing, and communication have quietly done their real work.

And it is also why these roles are so often misunderstood.

When things are working, the work is labelled as soft.

When things break, it is suddenly recognised as critical.

Trust is intangible until it collapses.

Reputation is abstract until it impacts revenue.

Culture is secondary until nothing complex can ship because alignment is gone.

In Adams' The Hitchhiker's Guide to the Galaxy, they only understood the value of telephone sanitisers after the telephones started killing them.

We are not dealing with literal diseases. But the pattern holds.

The brand that leans entirely on AI generated thinking until nobody inside can articulate what they actually believe.

The company that optimises for speed and output, then realises too late that its promises have outpaced its reality.

The organisation that reduces communication to efficiency, then finds itself unable to navigate moments of tension because no one has thought through how decisions land with real people.

None of this shows up cleanly in an efficiency model.

But it shows up in outcomes.

And at a human level, this is not just about jobs.

It is about identity.

If your work has been about making sense of people, language, meaning, perception, then being treated as overhead is not just economically destabilising.

It is disorienting.

The fear is not that a tool can write faster.

The fear is that the part of you that sees, connects, and questions may no longer be recognised as valuable.

That is why so much of the current conversation feels shallow.

It offers reassurance at the level of tools. Learn prompts. Move faster. Adapt.

But it avoids the deeper shift.

If your value is defined by output, you are exposed.

If your value sits in shaping what an organisation notices, what it chooses, and what it is willing to stand behind, you are operating somewhere far less replaceable.

That is not comforting. It is demanding.

Because it requires a move away from production and towards responsibility.

At the organisational level, this moment is not just technological. It is philosophical.

What is a business for?

Is it an optimisation system that removes friction wherever possible?

Or is it a social actor that creates consequences in the world?

If it is only optimisation, then sending more people to the B Ark makes perfect sense.

If it is something more, then you have to think carefully about who holds meaning, judgement, and narrative inside the system.

AI makes operations faster.

It also makes emptiness more visible.

The campaigns improve.

The output scales.

The distance between what is said and what is true becomes harder to ignore.

Which turns the so called soft work into something else entirely.

Not decoration.

Not amplification.

But infrastructure.

Alignment as risk management.

Clarity as constraint.

Ethics as something operational, not optional.

So where does that leave someone in this space?

Not defending the old version of marketing.

Not arguing for preservation.

But stepping into a different level of the work.

Using AI as amplification, not identity.

Working upstream of content, where decisions about promise and proof are made.

Being willing to say what something means, not just how it performs.

In that frame, the value shifts.

Not “I create clarity so your marketing improves.”

But something closer to:

I help you decide who you are in a world where the tools will say anything.

Because that is the real risk.

Not that machines can generate language.

But that organisations lose any internal sense of what is true.

That is how you end up with very advanced telephones.

And no one left who understands what they are carrying.