"As Andreas Kirsch wrote, code is the final arbiter because operational ambiguity is concretely resolved into deployed behavior."
Kirsch's March 18 essay argues that implementation details encode decisions and edge cases that higher-level descriptions may leave unresolved. His argument supports the manuscript's emphasis on code as a durable engineering artifact even when AI systems make its initial generation cheaper.
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