The substitution ratio, stated directly.
Development
Freelancers are replaced at three cents on the dollar
Claim
Research found businesses replacing Upwork and Fiverr freelancers with AI at a rate of one dollar of human labor for three cents of AI spending.
Reported metric: $1 → $0.03
Reporting date: (not necessarily the event date)
Sources
Attribution and reporting linked by this record; links do not imply independent verification.
- Welcome to February 20, 2026 (theinnermostloop.substack.com)
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