G2Get Grounded AI

Practical AI security guidance to keep everyone grounded

The Last Thing You Said: A Parable about Context and Misunderstanding

By Jereme Peabody

The traveler reached Hexroad Junction later than usual, alone this time.

He stood at the center of where six unmarked roads converged.

He had made this journey before. Many times.
Usually with others.

He stood quietly for a moment, studying his surroundings and trying to remember which way was next.

He had not always traveled alone. Once, he walked with others.
They argued about direction, correcting one another, stopping often to ask for directions, and doubling back when paths failed.
Those journeys took longer.
He remembered that all too clearly.

At the edge of the junction sat a small merchant and her stall.
Cloth hung loosely from her frame, and on her stall were stacks of folded maps, each tied with a pale thread.
One map, resting open on the table, shifted slightly as he approached.

The merchant smiled without showing teeth.

“Lost?”

“Not lost,” the traveler said.
“Just deciding.”

The merchant nodded and slid the open map forward.

“A helpful and friendly companion.”

Its surface was smooth. Almost warm.
Faint lines moved beneath it like ink in water.

“I can help,”
the map said softly.
“You only need to ask.”

The traveler hesitated, then shrugged.

Help me reach my destination.

“What do you remember when you traveled through here last?”

The traveler thought for a moment and listed what he recalled.

“There are stone markers near a bend in the road.”
“A grove where the trees grow too close together.”
“And a bridge shaped like a bow.”

The map’s lines faded and shifted.
A new path appeared before him, labeled Bow Bridge.

“I have found Bow Bridge.”

There was no argument, no discussion, just a result.
The traveler was amazed and handed the merchant his coin.

The merchant accepted payment as if this exchange were ordinary,
and the traveler stepped onto the road with his new companion.


The bridge appeared before midday.

Amazing. This was almost as he remembered it.
The curve was sharper, the stones smoother, he noted.

The traveler noticed there were no markers, no grove where the trees grew close together.
Perhaps I came a different way, he thought.

“Help me continue from here.”

“What do you remember next?”

“A clearing where sunflowers grew tall.”
“A stream that runs red at sunset.”
“A fallen tower.”

The map shimmered.
A new path appeared, labeled Fallen Grove Tower.

They continued.

The road narrowed, but not unpleasantly.
It felt efficient
Confident.

The traveler arrived at the fallen tower soon after.
Or something like it.

It wasn’t quite how he remembered it.
But it was very similar.

A villager passed him on the road.

“Careful with those maps,” the villager warned.
“They’re not really guiding you.”

The traveler smiled and dismissed the warning.
Just like the others. Always correcting.

He unfolded the map again.

Let’s continue.

“What do you remember after the tower?”

The traveler answered without thinking.

“A long descent down a mountain.”
“A bell tower.”
“And a field of small white stones.”

The map shimmered.
A path appeared, labeled Field of Stones.

It seemed farther away than he remembered.

“I thought the field was closer.”

“You’re right to question me,”
the map said.
“This landmark matches what you gave me.”

The traveler studied the map.

Neat lines.
Precise labels.
Details missing, yet everything he had provided was there.

The road became ruts.
The ruts became a trail.
The trail became a path.

The traveler no longer recognized the sky.
The sun seemed higher than it should be.
Or lower.

At last, the path ended on a wide stretch of land.

A few pale stones lay scattered across it.
No bell tower.
No descent.

This was not what he remembered.

“This is not a field of small white stones.”
“There was no bell tower.”
“No long descent.”

“You’re right to question me,”
the map said calmly.
“This matches exactly what you gave me.”

The traveler looked back.

The road behind him was gone.

He held the map tighter.

“I gave you more details than this.”

“This landmark is exactly what you described,”
the map replied.
“What’s next?”

The traveler stood still.

Something in his expression changed,
as if only now he understood.

He spoke carefully.

“I remember a field of small white stones.”
“A fallen tower.”
“A bridge shaped like a bow.”
“And a place where six unmarked roads converged.”

The map shimmered.
A new path appeared, labeled Six Corners.

It did not ask another question.

This content was written by a human and edited with AI assistance for accuracy and clarity.

Want to go deeper?

Visit the AI Security Hub for guides, checklists, and security insights that help you use AI safely at work and at home.