"Some proponents of AI-assisted development argue that human review should move from generated code to specifications, constraints, acceptance criteria, and verification rules."
Ankit Jain argues that developers should review intended behavior and verification contracts instead of inspecting every AI-generated implementation. His proposal is a concrete example of the shift toward specification-driven workflows that the manuscript examines, where source code becomes an artifact generated from approved instructions.
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