Across 72 LLM workflow configurations in regulated finance, 56% survived a production bar after passing a demonstration, and requiring confidence scores plus citations roughly halved the human review burden.
Experimental Evidence on the Productivity Effects of Generative Artificial Intelligence.SSRN Electronic Journal
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The Checking Problem: What must be true before AI ships in a regulated firm
Across 72 LLM workflow configurations in regulated finance, 56% survived a production bar after passing a demonstration, and requiring confidence scores plus citations roughly halved the human review burden.