Vanguard Claims AI White-Collar Unemployment Panic is Severely Exaggerated
Vanguard stated that concerns about AI causing large-scale unemployment among white-collar workers are greatly exaggerated.
The company's economists pointed out that current AI is more like the ATM phase of the 1980s, mainly automating specific tasks and enhancing productivity, with employment and wage growth in highly exposed occupations actually outperforming other sectors, and large-scale unemployment has not yet occurred.
The short-term impact of AI on employment is lower than expected, with market sentiment diverging under event-driven conditions, benefiting practitioners who adapt to the tools, while the panic narrative is under pressure.
Source: Public Information
ABAB AI Insight
Vanguard, through labor market data analysis, believes that current large language models are still in the task enhancement phase rather than full replacement, shifting the focus from hype around technological capabilities to actual employment data verification, emphasizing that historical technological changes (like ATMs) ultimately create more jobs than they eliminate.
Resources and research are concentrated on the growth performance of highly AI-exposed occupations, motivated by the need to correct overly pessimistic expectations, avoiding policies and personal decisions based on unverified unemployment panic, while also indicating that true disruption requires organizational process restructuring.
Similar to early concerns about employment during the spread of electricity and personal computers; currently, AI is in the early transition from a tool to a general technology, with changes in employment structure lagging behind capability advancements.
This essentially represents a phase misjudgment of technological substitution: capability advancements are directly equated with job losses, while the mechanism is that task automation often accompanies productivity improvements and the emergence of new demands, with short-term data not supporting large-scale white-collar unemployment.
ABAB News · Cognitive Laws
Technological panic often precedes actual employment data
Task automation does not equal job loss
Historical technological changes reshape rather than eliminate work