Prompt Engineering for Legal Applications

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About Course

Instructor: Jeff Kirksey

This free course teaches attorneys and legal professionals how to use large language models (LLMs) effectively and responsibly through practical prompt engineering. You will learn how to design prompts for common legal workflows (research, drafting, summarization, analysis), verify AI-generated outputs, and build guardrails that support ethical and defensible practice.

What you will learn

  • How LLMs work at a high level—and why they can be helpful but unreliable.
  • The ICI framework (Intent + Context + Instruction) for repeatable prompt design.
  • Verification and validation techniques to reduce hallucinations and errors.
  • Ethical and professional responsibility considerations (confidentiality, competence, supervision, transparency).
  • How to build and maintain a personal prompt library for consistent results.

How to use this course

  • Each module includes short lessons, examples, and a knowledge check.
  • Visual aids are referenced as {{UPLOAD_ASSET:filename.png}}. Upload included images to WordPress Media Library, then replace {{MEDIA_URL}} with your uploads base URL.
  • Always treat AI output as a draft. You remain responsible for the final work product.

Reference links (optional)

Last updated: January 2026.

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What Will You Learn?

  • Use the ICI framework to design reliable prompts for legal workflows.

Course Content

Module 1: Introduction to Large Language Models (LLMs) in Law
What LLMs Are (and Aren’t): A Lawyer‑Friendly Mental Model Legal Use Cases & Risk Tiers

Module 2: Fundamentals of Effective Prompt Design for Legal Tasks
The ICI Framework: Intent + Context + Instruction Advanced Prompt Techniques for Legal Work Prompt Debugging: Lost Middle, Ambiguity, and Token Hygiene

Module 3: Verifying and Validating AI-Generated Legal Content
Validation Mindset: Why Verification Is Non‑Negotiable Hallucinations in Legal Content: Red Flags & Fixes Bias, Relevance, and Fit: Quality Control Beyond Accuracy

Module 4: Ethical Considerations and Responsible AI Use in Law
Confidentiality & Data Handling: What You Can Paste Into AI Competence, Supervision, and Accountability with AI Build Your Firm AI Policy Template

Module 5: Building a Personal Prompt Library and Future Trends
Designing a Personal Prompt Library Future Trends: Specialized Legal Models, RAG, and Agents Build 10 High-Value Prompts You’ll Actually Reuse Final Assessment: Applied Prompt Engineering Scenario

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