AI Skills Redefine Lawyer Training, Law Students Must Adapt

Zach Anderson
Jun 29, 2026 14:46

AI adoption is reshaping legal practice. Learn the skills law students need to thrive in an AI-enabled profession.

Generative AI is transforming the legal profession, and law students aiming to remain competitive must adapt to a field where efficiency and technology play an increasing role. According to Harvey.ai, the integration of AI is redefining how junior lawyers are trained and the skills firms prioritize in new hires.

Historically, junior lawyers built expertise through repetition—reviewing contracts, drafting briefs, and conducting legal research. However, AI tools like Harvey, Anthropic’s Claude, and others now automate many of these tasks. This shift enables faster completion of routine work, but it also challenges traditional learning models. Firms are responding by emphasizing critical thinking and adaptability over technical AI mastery.

The Skills Firms Want in AI-Driven Legal Practice

Law firms are not looking for coders or AI engineers; they want lawyers who can work effectively with AI tools. Grace Fish, head of Harvey’s Law School Program, notes that firms value curiosity, adaptability, and a willingness to experiment. “The firms investing most heavily in AI are looking for students who demonstrate the mindset required to learn and evolve alongside the profession,” she said.

Critical thinking remains essential. As John Cahill, Associate at Wilson Elser, explained during a Harvey webinar, “Critical thinking is one of the most important skills.” Lawyers must evaluate AI-generated work, ensure legal accuracy, and remain accountable for the final product. AI can draft documents, but lawyers are still responsible for refining and validating output to meet professional standards.

Client communication is another skill gaining prominence. Technology can assist with drafting and analysis, but clients rely on lawyers for strategic advice and judgment—qualities AI cannot replicate. Chris Cain, Partner at Foley & Lardner, summarized this distinction: “This is a human-driven, people business.”

AI’s Impact on Early-Career Lawyers

Despite fears that AI might replace junior-level work, tasks like document review, legal research, and drafting remain critical. What has changed is the efficiency of these workflows. Bloomberg Law’s June 2026 State of Practice report confirms that firms are actively integrating AI into routine tasks, freeing associates to tackle substantive work earlier in their careers.

This shift could ultimately benefit new lawyers. Lauren Hakala, Global Head of Learning and Development at Reed Smith, described AI as an opportunity to reimagine training. “The job is going to be better,” Hakala said. “You’re going to be doing more substantive and commercially relevant work earlier on.” For law students, mastering AI tools and developing strong professional judgment may accelerate their trajectory toward higher-value contributions.

Building AI Fluency Before Graduation

Law students can prepare for an AI-enabled profession by building practical skills now. Harvey.ai suggests five strategies:

1. Experiment responsibly with AI tools to understand their strengths and limitations.
2. Develop strong verification habits by critically evaluating AI-generated output.
3. Learn how to structure inputs for better AI results.
4. Strengthen editing skills, as lawyers increasingly refine rather than generate content.
5. Stay curious about how AI is changing workflows and legal practice.

As firms like Hanson Bridgett and Reed Smith formalize AI adoption, students who thoughtfully incorporate AI into their studies may find themselves ahead of the curve. For example, Andrea Carolina Vargas, a Northwestern Law student, uses AI to refine feedback from professors, demonstrating how critical evaluation can enhance both learning and practical skills.

The Big Picture

AI adoption in the legal industry has soared, with nearly 70% of legal professionals now using generative AI tools, according to the 2026 Legal Industry Report. As the global legal tech market grows—projected to reach $31.1 billion in 2026—the demand for lawyers who can navigate AI-enhanced workflows will only increase. However, the core skills that define great lawyers remain timeless: judgment, adaptability, communication, and critical thinking. AI doesn’t replace these qualities—it amplifies their importance.

For students entering the profession, the message is clear: law firms are not just hiring for what you know today but for how well you can adapt and grow in an evolving field. Building AI fluency and strengthening human-centric skills now could define the next generation of legal leaders.

Image source: Shutterstock