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Technology & AI4 min read
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The Third Wave of Technological Evolution: Generative AI

LF

Layla Foord

Something big is happening. Fast Adoption You can feel it. So can everyone else. LinkedIn is a freakin' nightmare of AI, EM's and bogus claims. But here’s the strange part: very few people can explain it clearly. Most are caught between fascination and fatigue. Between wild optimism and quiet fear. That’s not because people are behind. It’s because this change is happening faster than our language for it . Let’s slow it down. Let’s walk through it - carefully, clearly, and with the respect it...

LinkedIn is a nightmare of AI noise

LinkedIn is a freakin’ nightmare of AI, EMs, and bogus claims.

But here’s the strange part:

Very few people can explain what’s actually happening.


Why it feels unclear

Most people are caught between:

  • fascination and fatigue
  • wild optimism and quiet fear

That’s not because people are behind.


It’s because this change is happening faster than our language for it.


Let’s walk through it.

Carefully.
Clearly.
With the respect it deserves.


We’ve seen this before

This is not the first time something invisible reshaped the visible world.

We’ve been here before.

Just slower.


Electricity

It took electricity nearly 50 years to reach most homes.

People lit candles while engineers ran wires.

What seemed impossible became a switch you flick.


The Internet

It took about a decade to reach mass adoption.

At first:

  • slow
  • noisy
  • full of sceptics

Now it underpins almost everything.


Platforms

It took Facebook ten months to reach a million users.


What’s changed

The shape hasn’t changed.

Only the speed.


What speed does

Speed compresses everything:

  • learning
  • discomfort
  • our ability to pause

The familiar resistance

We’ve said all of this before:

  • “No one will read the news on a computer.”
  • “You can’t trust shopping online.”
  • “Why would anyone want a phone without buttons?”
  • “Streaming is too unreliable. DVDs will always be better.”

And now:

We tap.
We swipe.
We listen.
We subscribe.


The pattern of progress

This is the pattern:

We don’t adopt change.

We absorb it.

Until it disappears into expectation.


What this actually is

It’s not a robot replacing humans.

It’s something else.

A new construct.


What a construct does

In science, a construct is a conceptual framework that reshapes how we think and act.

  • language is a construct
  • money is a construct
  • maps are constructs

Once introduced, they don’t just change what we do.

They change how we imagine doing it.


What AI is becoming

It’s becoming a new way of expressing thought.

A system that lets us:

  • draft complex ideas at the speed of thought
  • translate knowledge across languages and levels
  • turn a sketch into code, or an emotion into a song
  • prototype, plan, explain, simplify, dream

It’s not perfect.

But neither were calculators, word processors, or GPS.


What it shifts

AI isn’t replacing intelligence.

It’s redistributing capability.

And that raises real questions.


Who’s actually using it

The people using AI well right now are a small fraction.

Maybe 5%.

Likely less.

They’re often:

  • resourced
  • tech-literate
  • time-rich
  • or deeply curious

Everyone else

Everyone else is not behind.

They are overloaded.

They are:

  • running schools, families, clinics, stores
  • working shifts
  • paying bills
  • getting by

What inclusion requires

They deserve to be included in this wave.

Not once it’s profitable.

While it’s still shaping.


What leadership requires

This moment requires leadership that doesn’t speak in riddles.


If you’ve seen this before

If you’ve lived through the rise of the Internet…

If you remember typing on glass for the first time…

If you’ve felt the shift from doubt to dependence…

Then you already know the rhythm.

You don’t have to chase hype.

You know how to look for fit.


The role now

Your role isn’t just to adapt.

It’s to help name what’s happening.

So others can join with less fear.


Where to start

You don’t need to build anything today.

Stay in the room with the questions:

  • What could this help me express?
  • What’s always been stuck that might now be set free?
  • What am I scared to lose?
  • What am I ready to release?

If you’re leading

If you’re in a position of influence, in a team, a business, a board, a school:

You are being asked to lead without certainty.

With pattern fluency.


What that looks like

  • Don’t let hype decide your roadmap
  • Notice what you’re clinging to that no longer serves
  • Prototype to learn, not to prove
  • Examine the stories you’re telling about the future
  • Notice who’s missing from them

What’s true

This wave is not waiting for consensus.

But it will move differently if guided with care.


The real call

This isn’t a call to master tools.

It’s a call to remember:

We shape the constructs we participate in.


What matters

What we build now
and who we build it with
will matter for decades.

The Pattern

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