Using artificial intelligence (AI) to facilitate the work of Bible translation currently excites a great deal of interest. In this article, we draw on our experience in translation and language technology to examine the technical, practical, and ethical implications of providing translators with machine-generated drafts of Scripture in their language. We also present a case study of AI drafts of 1 Samuel and Psalms in Chadian Arabic produced using Scripture Forge, showing that these AI drafts contain errors of both exegetical accuracy and naturalness. Even if such errors can be reduced, we argue that initial drafts of Scripture should not be produced by an automated, statistical process lacking linguistic and cultural depth. We further identify risks associated with post-editing AI-generated drafts, such as automation bias, cognitive anchoring, and skill decay. In light of these concerns, we contend that the privilege of first draft should remain with in-culture, first-language speakers.