Topic
AI literacy programs, targeted upskilling, expected job disruption and reported underinvestment in workforce change.
Labor market data still shows no AI hiring disruption, and Gartner's talent analysts say the money goes into governance, workflow redesign and the human review queue agentic systems create. Buyers left that line out of their own estimates.
Reality
Over 60% of employers told the World Economic Forum that creative thinking and resilience will matter more by 2030. The essay quoting that figure locates the cause in childhood development, which leaves next year's training budget unaddressed.
Reality
The middle case in Anthropic's new model puts US GDP at $36.3 trillion by 2030 with knowledge-worker pay flat, and what separates flat pay from a 10% cut is how quickly displaced people find other work.
Reality
Cognizant published its AI exposure research and its graduate hiring plan on the same day. Read together, they show whose exposure number comes with a caveat attached and whose gets quoted straight.
Reality
Deloitte's readiness survey names data foundations, agent governance and integration cost as the brakes on agentic AI. None of those is a model problem, and two are security's problem.
Reality