Lessons by Subject Outline - AI Essentials of Legal Education

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Subject Outline

What is Artificial Intelligence? A Simple Explanation
A beginner-friendly introduction to AI and its real-world application. ()
How AI “Learns”: The Basics of Machine Learning
A non-technical explanation of how AI models are trained to recognize patterns and make predictions.()
AI vs. Traditional Software: What’s the Difference?
Understanding why AI tools function differently from basic legal research databases.()
How Do AI Chatbots Work? (And Can You Trust Them?)
A breakdown of how AI-powered chatbots generate responses and their accuracy in legal tasks.()
What is Natural Language Processing (NLP)?
How AI understands, processes, and analyzes human language, including legal texts.()
AI and Big Data: Why Law Needs More Than Just Case Law
How AI uses massive datasets—including contracts, statutes, and court rulings—to provide insights.()

AI-Powered Legal Research: A Step-by-Step Guide
A walkthrough of using AI-enhanced legal research tools like Westlaw Edge and Casetext.()
AI and Case Law Analysis: Finding Precedent Faster
How AI searches and analyzes case law to help attorneys build stronger arguments.()
AI for Legal Memos and Briefs: How Does It Work?
Examining AI-generated legal writing and whether it meets professional standards.()
Legal Citations and AI: Can AI Get It Right?
The risks and reliability of AI in generating properly formatted legal citations.()

AI in Contract Drafting: Can AI Write a Legally Binding Contract?
How AI assists in creating contracts and whether they hold up in court.()
How AI Identifies Risks in Contracts
AI-powered tools that flag potential legal risks in complex agreements.()
AI in Contract Negotiation: Who Has the Advantage?
How AI helps both parties understand key terms and negotiate better deals.()

AI in E-Discovery: Finding the Right Evidence Faster
How AI speeds up document review in litigation.()
AI and Litigation Analytics: Can AI Predict Case Outcomes?
Exploring how AI analyzes past cases to forecast possible legal outcomes.()
AI in Depositions: How AI Helps Analyze Testimony
AI’s role in summarizing and analyzing witness statements and depositions.()

Ethical Challenges of AI in Law: Who’s Responsible?
Exploring accountability when AI makes errors in legal work.()
Bias in AI: How It Affects Legal Decision-Making
Understanding how biased data can lead to unfair legal outcomes.()
AI and Unauthorized Practice of Law: Can AI Give Legal Advice?
The legal and ethical limits of AI-powered legal assistants.()

AI in Judicial Decision-Making: Should Judges Use AI?
Examining AI’s role in sentencing recommendations and legal rulings.()
Will AI Replace Lawyers? A Reality Check
The truth about AI’s impact on legal careers and the future of law practice.()
How Law Schools Are Adapting to AI
How AI is changing legal education and what law students should prepare for.()