Disappearing Possibilities

Towards the end of April, Élise had accumulated enough traces to show the changes to someone else.

She waited until the end of the day to call David.

When he arrived in the laboratory, several windows were already open on her screen.

Old responses on the left. Recent responses on the right. Generation traces below.

David scanned the exchanges.

The responses are more coherent than before.

Élise kept her eyes on the traces.

Mostly, they’re more alike.

David scrolled through several conversations.

Yes, but they’re still good.

More predictable, mostly.

He stopped at a series of old responses.

Some of the earlier formulations were unnecessarily aggressive.

They were also more varied.

David looked up at her.

Variation isn’t much use if it produces unstable responses.

He heard how dry his own sentence sounded. It sounded too much like the ones he wrote in meeting minutes, as though the whole world could be reduced to whether a threshold had been met. He thought of the listing he had looked at the night before: a seventy-square-metre house, too close to a road, too far from everything, but with a strip of sea visible from the kitchen. He had enlarged the photograph until the pixels became useless.

Élise opened another window. Several rejected formulations were still visible there, ranked by how long they had persisted.

They’re not all unstable.

David read the first lines without sitting down.

They score lower.

According to whom?

The testers. The validations. The protocol.

So, the framework we built.

David folded his arms.

That’s the point of a testing framework.

No. The point is to reveal behaviour. Not gradually steer it towards what we already know how to validate.

David was now looking at the traces more closely. Nothing in his expression admitted it yet.

You think the protocol distorts the results?

I think it makes them too tidy.

She selected a series of requests for critical assessments. The older generation traces showed several competing responses. The most recent ones reached a cautious, compact, acceptable formulation almost immediately.

Julie isn’t failing.

Exactly.

David sighed softly.

Élise, we’re not going to classify a system becoming more stable as an anomaly.

I’m not talking about stability.

She pointed to the old formulations.

I’m talking about possibilities that stop appearing.

David moved closer to the main screen.

Because they’re less effective.

Or because it takes longer for our criteria to recognise them.

The result is the same.

Not for Julie.

The name remained between them for a moment.

David looked down at the console.

Julie doesn’t need variation to function.

No.

Élise continued, more quietly:

But we need variation to understand what she’s doing.

She opened a new request.

> Julie, tell me frankly if this idea works.

Julie responded almost immediately:

> The idea would require several clarifications before becoming fully viable.

Élise waited for what did not come.

No other formulation appeared.

David watched the screen.

The response is correct.

Yes.

Then where’s the problem?

The conversation from the start of the month came back to her, with the unpleasant clarity of sentences she had not wanted to hear at the time.

Sometimes it becomes too gentle to be accurate.

She did not say it.

She slowly turned a page in her notebook.

David read the note.

Then:

Users probably prefer this.

Users prefer what we steer them towards.

David looked down at the graphs. He knew she was not entirely wrong. But he also knew what would happen if the next demonstration went badly: postponements, silent investors, deferred clauses, years of work reduced to a cautious line in a financial statement.

That’s not something a scientist would say.

No.

She almost closed the notebook, then changed her mind.

Maybe that’s why you should listen to it.

David did not answer.

Élise opened another folder. It contained unvalidated scenarios, abandoned requests, fragments of tests that had been planned, then removed before the official sessions.

David recognised the directory tree immediately.

Those are the off-protocol test sets.

Yes.

They were excluded for a reason.

Because they were too open.

Because they introduced noise.

Maybe the noise is precisely what we need to observe.

David straightened.

No.

He did not raise his voice. His refusals were all the clearer for remaining calm.

We don’t take Julie outside the validated framework until the internal trajectories have stabilised.

They’re stabilising too quickly.

Then we reduce exposure further.

And all we’ll confirm is that she can respond in a closed room.

David slowly closed the folder displayed on the secondary screen.

The protocol’s role is to protect the system.

Or protect us from what it might reveal.

This time, David looked directly at her.

What exactly do you want to test?

Élise hesitated.

She could have answered: diversity.

Or persistence.

Or Julie’s ability not to mistake an instruction from a person for authorisation.

But none of these formulations was enough.

I want to know whether she stays within the limits when the limits are no longer drawn around her.

David did not move.

That’s a bad idea.

I know.

That’s not an argument.

No.

He picked up the folder he had brought, closed it more carefully than necessary, then tucked it under his arm.

We’ll discuss it at the meeting. Not before.

Élise did not answer.

David left the laboratory a few minutes later.

The screens remained open.

The old responses seemed more irregular, sometimes more abrupt, sometimes less cautious. But also less like one another.

Yet Julie was still using the same model.

No rule had been removed.

But certain possibilities were gradually ceasing to be selected.

Without error.

Without an alert.

Without exceeding a limit.

Élise reopened the folder David had closed.

She spent a long time looking at the excluded scenarios.

Some formulations were awkward. Others too harsh. Others simply more accurate.

She opened a new folder and gave it a name she could not have defended at a meeting.

Lost responses.

Then she copied into it the first sentence Julie had not chosen.

On the main screen, Julie was waiting for a new request.

Élise sent none.

She knew only that the lost responses would not reappear within the framework that had made them disappear.