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A memo is due tomorrow. You have a clean research question, a jurisdiction, and a partner who expects a usable structure, not a blank page. In that moment, AI is most valuable as a first-pass drafting instrument that produces an AI research memo skeleton you can evaluate. It can propose an issue statement, surface a starting set of potentially relevant authorities, and generate an initial synthesis you then tighten into your analysis. The time saved is in getting to a workable outline and candidate sources early, so your judgment goes to selecting, reading, and relying on the right primary materials.
AI output in this course is never treated as self-proving. When an AI research memo includes citations or quoted passages, the professional standard is that you verify every citation and quoted passage against the primary source before it reaches a client, a partner, or a court. That verification step is what makes AI usable in real practice because it turns a fast draft into something you can rely on. We will treat verification as a normal gate in the workflow, not an afterthought.
Here is the kind of first-pass research output you will learn to elicit and evaluate, using a clearly stated US federal question and a defined scope. Read it like you would a junior attorney’s first draft, focusing on what it gives you quickly and what you would need to check before relying on it. Let’s look at an example output in context.
In practice, you do not need AI vocabulary. You need shared terms that let you direct the tool and describe its work product precisely. A prompt is the instruction you give the tool, including the jurisdiction, procedural posture, and what you want back such as a list of cases, a rule statement, or a short synthesis. An output is what the tool returns, such as an AI research memo, an AI case list, or an AI rule summary, which you then treat as a draft to be validated and edited.
The key failure mode to name early is citation hallucination, meaning the AI fabricates something that does not exist such as a case citation, a quoted holding, or statutory language. The response is not to avoid AI. The response is to build the habit of treating every citation and quotation in AI output as unverified until you have checked it in the primary source. That one discipline is what keeps speed and defensibility aligned. Now we will lock in these terms before moving on.