We provide experimental evidence on how employers adjust expectations to automation risk in high-skill, white-collar work. Using a randomized information intervention among tax advisors in Germany, we show that firms systematically underestimate automatability. Information provision raises risk...

This study aims to investigate the key factors influencing the adoption of financial technology among digital immigrants and natives by extending the diffusion of innovation theory. A convenience sampling technique was employed to collect data from 160 digital immigrants and 193 digital natives,...

Generative AI (GenAI) and Large Language Models (LLMs) are moving into domains once seen as uniquely human—reasoning, synthesis, abstraction, and rhetoric. Addressed to labor economists and informed readers, this paper clarifies what is truly new about LLMs, what is not, and why it matters....