Don't panic about AI stealing every job just yet—just because we *can* build it doesn't mean companies are ready to actually use it.
March 20, 2026
Original Paper
Access Without Displacement: An Access-Displacement Framework for AI Economic Transformation
SSRN · 6324578
The Takeaway
For nearly a century, forecasters have consistently overestimated the labor market impact of new technology. This paper reveals that the 'access gap' (how fast we get AI) and the 'displacement gap' (how fast it actually takes jobs) are governed by different forces and operate on completely different timescales.
From the abstract
<p><span>For nearly a century, displacement predictions have consistently overestimated the labour market consequences of automation technologies. This paper proposes that the consistent directional error reflects a structural conflation: forecasters measure the speed of capability access and project displacement on a corresponding timescale, when the two dynamics are governed by different determinants and operate independently. The paper advances seven contributions. First, naming the unstated