AI – Crisis, Upgrade, or the Messy Middle?

Last week, a research report from Citrini Research went viral among market headlines:

The possibility of a “Global Intelligence Crisis” by 2028. The argument is straightforward.

AI rapidly displaces white-collar labor.
Demand weakens.
Corporate earnings compress.
A feedback loop forms between automation and falling consumption.

It was a powerful and well articulated narrative.

And powerful narratives can spread quickly.

But markets, at least so far, are telling a more measured story.

They are also reminding us of something history consistently shows: technological disruption rarely arrives without positive offsets.

Every major advancement has displaced something.

But it has also:

  • Lowered costs
  • Expanded output
  • Increased productivity
  • Created entirely new forms of demand

Railroads disrupted canals — and expanded commerce.
Electricity displaced old systems — and powered entirely new industries.
The internet eliminated intermediaries — and created ecosystems no one could previously imagine like mobile and cloud.

AI may pressure certain roles and business models.

But it is also lowering the cost of cognition, accelerating workflows, compressing friction, and enabling capabilities that were previously too expensive or too slow.

Markets appear to be weighing both sides of that equation, not just the dystopian one.

WHAT MARKETS ARE ACTUALLY SIGNALING

If investors truly believed we were heading into systemic economic decline, we would expect to see:

  • Credit spreads widening aggressively
  • Liquidity tightening
  • Broad equity panic
  • Defensive positioning everywhere

That is not what we are seeing.

Instead, we are seeing:

  • Rotation into value
  • Strength in international equities
  • Leadership broadening beyond mega-cap concentration
  • Orderly credit markets

This looks far more like recalibration than collapse.

And credit, historically, tends to detect real systemic stress early.

So far, credit markets have barely budged.

THREE POSSIBLE PATHS

1️⃣ Severe Crisis

In this scenario, automation displaces labor faster than the economy can adapt. Demand weakens materially. Earnings contract. Credit eventually reprices risk.

It is possible.

But markets are not currently behaving as though this is the base case.

2️⃣ Clear Productivity Boom

In this version, AI embeds into software. Software embeds into workflows. Administrative drag falls. Productivity rises structurally. Margins expand. New categories form faster than legacy roles shrink.

This would likely look like sustained capital investment, resilient earnings, and broad participation across sectors.

3️⃣ The Messy Middle

History suggests this is the most likely outcome.

Not collapse. Not utopia.

Adjustment.

  • Certain roles feel pressure
  • Some business models reprice
  • Valuations compress where expectations ran too far
  • Capital rotates across sectors and geographies
  • Infrastructure continues to build

Technological transitions rarely move in straight lines.

Railroads. Electricity. The internet.

Each created disruption. Each created volatility. Each ultimately expanded the economic pie.

The middle always feels uncertain. But uncertainty is not the same as contraction.

PORTOLIO IMPLICATIONS

We do not position portfolios around viral headlines.

We position around resilience.

So far this year, diversification has worked extremely well.

  • Broad-based equity exposure has participated in gains
  • International markets have contributed
  • Value exposure and real assets have helped balance growth volatility
  • Balanced portfolios with fixed income have remained positive

That is not what systemic crisis environments typically look like.

In periods of rotation and adjustment:

  • Diversification matters
  • Geographic exposure matters
  • Valuation discipline matters
  • Fixed income provides ballast
  • Financial margin provides resilience

Extremes attract attention.

Balance and composure compound.

FINAL THOUGHTS

Technological shifts always generate strong narratives.

Some will prove prescient. Some will prove overstated.

The job is not to chase whichever headline spreads fastest.

It is to assess risk signals, stay diversified, and remain disciplined.

For now, the signals suggest adjustment and not collapse.

And we remain positioned accordingly.