They fear whose hand is on it.

I’ve been listening to people talk about AI.

Not the experts. Regular people.

And I noticed something.

They are not afraid of the machine.

They have already worked that part out.

What they don’t trust is the hand on it.

Who built it. Who owns it. Who decides what it says.

That is a different worry entirely.

And it is the correct one.

People are smarter about this than they get credit for.

They have been handled before.

By a bank. By an insurance company. By a landlord.

By a boss who smiled while he cut their hours.

They know the difference between a tool and the man holding it.

They have known it their whole lives.

Nobody blames the hammer.

Here is the part that surprised me.

Some of them said the machine treats them better than people do.

Think about what that means.

It is not affection for the machine.

It is how low the bar has been set by everything else.

The machine answers the question you asked.

It does not put you on hold for forty minutes.

It does not talk down to you.

It does not tell you the economy is fine while you are skipping meals.

That is not a high standard.

That is the floor.

And a lot of people have not seen the floor in a while.

So what do you do with a tool you cannot fully trust?

You do what working people have always done.

You check it.

You do not take its word.

You make it show you.

I have spent a year building a way to do that.

Let me tell you what happened this morning.

I handed my own file to a machine and told it to prove the load.

Not describe it. Prove it.

Run the hash. Count the bytes. Read the stack back to me.

It did.

And it found something wrong.

A piece of my own file was out of date.

I would never have known.

If I had just asked “did you load it,” it would have said yes.

And it would have been telling the truth.

The file loaded fine.

The file was wrong.

That is the whole thing, right there.

The question is not “are you telling me the truth.”

The question is “show me.”

Because a machine can be perfectly honest and still hand you a bad answer.

So can a bank. So can a government.

So can a chart that says everything is fine.

You do not need my framework to do this.

You need one habit.

Make it show its work.

Ask where that came from.

Ask what it left out.

Ask it to give you the number instead of the summary.

Then check one thing yourself.

Just one. It only takes a minute.

That is not distrust.

That is how a careful person handles anything powerful.

You do not stop using the saw.

You keep your hand where you can see it.

The people I have been listening to already know this.

They figured out that the machine is not the problem.

They are waiting for somebody to tell them what to do about the hand.

Here is what to do about it.

Do not hand over the wheel.

Not to a machine.

Not to a man.

Not to a chart that tells you your own life is going fine.

Make it prove it.

Every time.

That is the whole lesson and it costs you nothing.


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This post was drafted with AI governed assistance and reviewed and directed by Michael S. Faust Sr. before publication.

Post Library – Intelligent People Assume Nothing

Contact: micvicfaust@gmail.com

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