Instead of outright replacing entire roles, AI is more likely to cause significant wage compression. As AI makes certain skills more common, it floods the labor supply for those tasks, driving down pay for both displaced workers and incumbents in affected fields.

Beyond simple productivity gains, AI will eliminate the need for entire service-based transactions, such as paying for basic legal documents or second medical opinions. This substitution of paid services with free AI output can act as a direct deflationary headwind, a counterintuitive effect to the typical AI-fueled growth narrative.

AI is beginning to impact labor not by firing employees, but by reducing the need for new hires, particularly in white-collar roles like consulting and business services. This will likely suppress wage growth at the higher end, creating a natural rebalancing of the K-shaped economy from the top down.

Contrary to fears of mass unemployment, AI will create massive deflationary pressure, making goods and services cheaper. This will allow people to support their lifestyles by working fewer hours and retiring earlier, leading to a labor shortage as new AI-driven industries simultaneously create new jobs.

Professional services firms on a billable hour model face an existential threat from AI. As AI compresses work from hours to minutes, clients will demand savings, forcing firms to transition to defensible, value-based pricing models or risk obsolescence.

By arguing its own auditor should charge less due to AI efficiency, accounting giant KPMG revealed its belief that AI's productivity gains will be passed to consumers as lower prices, not just captured by providers as profit.

The cost for a given level of AI capability has decreased by a factor of 100 in just one year. This radical deflation in the price of intelligence requires a complete rethinking of business models and future strategies, as intelligence becomes an abundant, cheap commodity.

When formal data and anecdotes about AI's impact disagree, trust the anecdotes. Reports of clients like KPMG demanding lower fees from auditors due to AI are a stronger leading indicator of economic shifts than broad surveys showing no productivity gains. These isolated incidents signal the beginning of a widespread market transformation.

Khosla predicts AI will make services like education, medicine, and legal advice nearly free. This creates a deflationary economy where the societal challenge shifts from optimizing efficiency to distributing abundance.