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JILL vs. the generic chatbot: A litigator's guide

The gap between a clever answer and a defensible one comes down to what the model is allowed to stand on.

CWChris WatersJanuary 29, 2026 · 6 min read

Overview

Put the same litigation question to a general-purpose chatbot and to JILL and you may get answers that read similarly. The difference is what sits underneath them. One is improvising from a vast, undifferentiated training set; the other is grounded in your matter, your controlling jurisdiction, and authority validated against current law.

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This essay is part of The Docket, Discover Docket's editorial hub on legal AI, ethics, and the all-in-one shift.

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