AI Snake Oil
Thursday, February 12, 2026
Justin Curl
AI Won’t Automatically Make Legal Services Cheaper
artificial intelligence legal services pricing technology adoption professional services economics

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Summary
The article argues that artificial intelligence won't necessarily reduce costs in legal services by simply treating it as a standard technology adoption.
Instead, applying the "AI as Normal Technology" framework suggests that legal sector economics, market structure, and professional dynamics will shape how AI impacts pricing and accessibility.
Cost reductions are not guaranteed without broader changes to how legal services are organized and delivered.
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