Do We Have to Turn Uncertainty into Urgency?

I recently came across a LinkedIn post about the future of work with artificial intelligence. Its concerns were reasonable: understanding what is happening, finding realistic options for action, and shaping a better world of work.

At the same time, the post was framed as an “AI Wake-Up Call.” We must act now. Sixteen Nobel laureates, along with leading economists and AI researchers, were invoked as authorities. A better world of work was contrasted with the possibility of “disaster.”

It was not the concern itself that gave me pause. I was interested in the form in which it was presented.

The greater the uncertainty about what AI will do to society, the greater the communicative pressure seems to become to turn that uncertainty into urgency.

Reasonable Concerns, Intensified Framing

It makes sense to consider the consequences of artificial intelligence for work and society. It also makes sense to look for options before all of those consequences have already materialized.

But the legitimacy of a concern does not mean that every way of framing it is helpful.

Combining danger, an appeal to authority, and a call to action creates a clear movement:

Something significant is at stake. Recognized experts are warning us. Therefore, we must act now.

This movement can attract attention and mobilize people. But it can also narrow the space in which we examine what we are observing, which explanations hold, and where our uncertainty actually lies.

What Urgency Does to Uncertainty

Uncertainty is difficult to tolerate. It keeps several futures possible at once and denies us the assurance that a particular action will be the right one.

Urgency offers a provisional order. It establishes a priority, reduces the number of visible options, and turns an open situation into an instruction.

That is not inherently wrong. Some situations require rapid action. But urgency is not a substitute for a model of the situation. Even an emphatic warning does not yet explain what is happening, what is causing it, or which action would actually help under the circumstances.

Invoking authorities does not solve this problem either. Expert judgment can provide important orientation. Yet the more uncertain and complex a development is, the less authority can replace examination of the models behind that judgment.

A Different Sequence

Perhaps we could reverse the order.

Not first:

Danger → authorities warn → act now

But instead:

What are we actually observing?
Which models explain these observations?
Where do these models contradict one another?
What are we still uncertain about?
Which options for action nevertheless follow?

This sequence does not necessarily lead to less action. It changes the basis on which action is taken.

Acting under uncertainty could mean making provisional decisions without presenting them as final certainties. We can prefer reversible steps, observe different developments, and define the conditions under which we would revise our assessment.

Tolerating Uncertainty Does Not Mean Remaining Passive

The wish to observe more carefully can easily be mistaken for hesitation. But there is a large space between alarm and waiting.

Within that space, we can gather information, hold competing models alongside one another, and still act. We can distinguish measures by their urgency, reversibility, and potential consequences. We can begin where several plausible models suggest similar steps and proceed more cautiously where a decision only makes sense under one very specific assumption.

This capacity seems particularly valuable in relation to artificial intelligence. We do not have to wait until every uncertainty has disappeared. That will probably never happen. But neither do we have to speak as though a warning had already settled the uncertainty.

Orientation, Not Reassurance

This is not an all-clear. It does not claim that artificial intelligence is harmless or that no action is needed.

Nor is it directed at individual people who urgently draw attention to possible consequences. Its subject is a form of communication that can be observed across many debates: uncertainty is not held open but translated into urgency.

Perhaps that is sometimes necessary. Perhaps it is sometimes helpful. But it should itself remain open to examination.

If we have to act under uncertainty, determination alone is not enough. We also need forms of orientation that allow us to add observations, correct models, and change decisions.

The ability to tolerate uncertainty for a while is not a lack of willingness to act.