HUMAN PROMPT ENGINEERING

For years, I thought the ability I wanted most was to read people's intentions.

If you'd asked me at 16 what superpower I wanted, I would have said:

“To know what people really intend.”

I carried that idea for years.

I thought discernment meant looking deeper than everyone else.

Sensing motives.

Detecting deception.

Seeing what was beneath the surface.

But recently, I realized something.

I was searching for a skill I already had.

It just wasn't the skill I thought it was.

The real skill was never reading people.

It was asking questions.

Not ordinary questions.

Questions that expose the architecture of someone's thinking.

Questions that bring reasoning into the light.

Questions that make what is hidden increasingly observable.

That is a very different ability.

When you ask the right question, you aren't claiming access to someone's mind.

You are giving them an opportunity to reveal how they think.

And the answer isn't always the most important part.

Sometimes it's the hesitation.

Sometimes it's the justification.

Sometimes it's the contradiction between one answer and the next.

Sometimes it's the inability to explain how they arrived at a conclusion they state with complete certainty.

That's information too.

I've realized this is why I'm drawn to difficult conversations.

I'm not interested in winning arguments.

I'm interested in understanding how a person constructed the reality they're defending.

Because understanding the reasoning behind a conclusion can tell you far more than simply examining the conclusion itself.

But there is another layer.

For a long time, I thought there were two things involved:

Intuition and discernment.

But I was missing something in between.

Intuition draws my attention.

It quietly says:

“There's something here.”

It doesn't tell me what is true.

It simply points toward what deserves closer examination.

That's where questioning begins.

The question becomes the instrument.

A good question doesn't tell me what to think.

It creates conditions in which more information can emerge.

And this is where I think the idea of Human Prompt Engineering comes from.

We already know that the quality of a prompt can profoundly influence what an AI system produces.

But humans respond to questions too.

The difference is that a human isn't a system we are trying to extract an answer from.

We are trying to understand another mind without pretending we have direct access to it.

So the process becomes:

Intuition → Questioning → Observation → Discernment

Intuition identifies where to look.

Questioning creates the opportunity for revelation.

Observation gathers what actually emerges.

Discernment weighs it.

And then there is another safeguard:

Meta-awareness.

Because even my interpretation can be wrong.

What am I assuming?

What might I be missing?

What alternative explanation exists?

What part of this reading comes from the other person—and what part might be coming from me?

That matters because I'm not trying to arrive at some imagined state where I can say:

“I know exactly what this person intends.”

I can't know another person's interior world with absolute certainty.

What I can do is construct the most accurate reading available from the evidence I have.

And there is a profound difference between those two things.

One is certainty.

The other is disciplined discernment.

Perhaps the ability I wanted when I was sixteen was never really the ability to read people's intentions.

Perhaps what I was looking for was the ability to ask the question that makes intention increasingly visible.

And perhaps discernment isn't the ability to see everything.

Perhaps it is the discipline to keep refining what you see.

Human Prompt Engineering.

Not mind-reading.

Not certainty.

Better questions. Better evidence. Better readings.