Bridging the Gap Between Academia and Practice in the Age of AI

In last weeks Platforum9 session, Alexander Irschenberger, external lecturer at Queen Mary University of London and legal tech expert with 10 years of product development experience, addressed the evolving landscape of legal education in the AI era. His insights revealed significant gaps between academic preparation and industry needs whilst advocating for fundamental changes in how law schools approach technology education.

From Scepticism to Advocacy

Irschenberger’s perspective on lawyers and technology has undergone a dramatic transformation. For the past decade, he advocated against pushing lawyers to adopt technology: “We don’t have the mindset. We should probably wait around.”

However, large language models fundamentally changed his outlook: “The last year changed for me, because language models… produce language, read language, they are actually a really good fit for lawyers.” He now recognises lawyers’ unique advantages: “Lawyers are potentially the best users of these tools because we know how to write an instruction… but we’re also fairly sceptical and we like to challenge things.”

The University Problem and Student Evolution

Irschenberger delivered a sharp critique of legal academia’s response to AI: “Universities in general are falling behind. They are… out of touch with reality.” The primary issue stems from fear: “We fear what we don’t understand. And it’s always easier to just say no.”

Most universities initially banned ChatGPT rather than teaching proper usage. He advocates for proactive education: “Taught the students how to deal with bias, hallucinations, data infrastructures, compliance around these tools. That would be better than just saying, ‘this new thing. That’s cheating’ because it’s not cheating. It’s just a tool.”

Only six or seven universities offer credit-giving courses on legal tech, creating a fundamental mismatch between academic preparation and professional expectations. However, student attitudes have transformed dramatically. Initially, “out of a classroom of 100… maybe a handful were prone to technology.” Today, “90%, if not 95% use tools like ChatGPT on a weekly basis.”

Skills Evolution

Despite student engagement, workplace implementation reveals concerning patterns: “Director and junior partner level uses AI the most. And a lot of the young associates are not using it at all.” This creates a “schism” where those most capable of learning lack confidence, whilst those with authority lack expertise to teach.

Rather than focusing on plagiarism prevention, Irschenberger advocates for constructive AI integration across curricula: “There’s probably not a course that shouldn’t include AI in some way.” He highlighted negotiation training as exemplary: “Will you become a better negotiator if you can train up against an AI tool… That’s probably better than reading a book.”

When addressing concerns about AI replacing traditional junior lawyer tasks, he offered historical perspective: “In the 1890s, everyone was able to ride a horse… but I don’t think a lot of people can actually ride a horse today because it’s not a skill that’s necessary.”

He advocates for elevated expectations: “A first year associate currently should be able to draft as a fifth year associate drafted documents a couple of years ago. Then you should teach your young associates the skills that are very human in nature, like empathy, and social skills.”

Vendor Claims

Irschenberger highlighted concerning misinformation from established vendors: “Companies like LexisNexis, Thomson Reuters… claim, ‘we build an AI tool that is hallucination free.’ That’s BS because that’s not possible.” When Stanford and Yale studies demonstrated these tools hallucinate at similar rates to ChatGPT, it exposed the danger of vendor marketing to uninformed users.

Effective AI policies must move beyond prohibition: “A lot of people are focusing on… restrictive approaches… The points of the policy should be to teach people how to ride the bike… focus on quality of input and output.”

Career Positioning

For students, AI competency represents career differentiation: “In your skills section, in your accomplishment section, I would list things that you’ve done using technology, because… you become better. So not just faster, but also better at your job.”

Rather than seeking comprehensive platforms, he recommends focused adoption: “The market is still quite early… adopt small… you don’t know who’s gonna win.” He suggests evaluating tools based on immediate needs: “Does it solve my use case? If it solves my use case? Okay, go ahead. We can replace it in a year if we want to.”

Conclusion

Irschenberger’s insights reveal a critical disconnect between academic preparation and professional expectations in the AI era. Universities must move beyond fear-based prohibition toward constructive integration that prepares graduates for technology-enabled practice.

Related

The Sharpest People in Legal Aren’t Networking – They’re Building Rooms

Judging vs Arbitrating: An Inside Perspective

Is AI Increasing Transaction Time?

The New Era of Submissions Management

New Skillsets & Mindsets for AI Lawyers of the Future

Related

The Sharpest People in Legal Aren’t Networking – They’re Building Rooms

Judging vs Arbitrating: An Inside Perspective

Is AI Increasing Transaction Time?

The New Era of Submissions Management

New Skillsets & Mindsets for AI Lawyers of the Future

The EU AI Act – Ethics at the Core?

AI & the Future of Law: What Students Should Be Learning Now

Why Lawyers Need to Understand Business

Private Practice vs In-House: Choosing the Right Legal Career Path

Beyond Big Law: Exploring Different Legal Career Paths

Breaking Into Law: Early Careers at Kingsley Napley

Does a Master’s Degree Improve Your Career Prospects?

SQE Smart: Preparing for the SQE and Legal Interviews

The Legal CV Blueprint & Cover Letters that Convert

Early Careers – The Mishcon Perspective

From Application to Offer: How to Win a Training Contract

Introducing the Legal Business Analyst

Investment Arbitration’s Tightrope

Managing Borders On Autopilot: Showcasing A Vertical AI For Global Immigration

How Your Firm Can Support Your Personal Brand

How to Achieve Your Best Rankings Yet

How to Get the Best Out of Your Legal Tech Providers

Legal Tech Solutions For Your Practice

Why Digital Transformation Is a People Problem: Confidence, Incentives and Culture Beat Tools

Can You Afford to Arbitrate? Impecuniosity and Arbitral Agreements

How AI Is Rewriting Legal Business Development

The Elevator Pitch

Legal Technology and the Underserved Aspects of Legal Research: A Patent Law Perspective

Digital Transformation in Big Law

The Copyright Dilemma with Claude

Bulking Up Your Practice: 5 Ways To Make Yourself Indispensable As A Lawyer

The Legal AI Monthly Round-Up

Why Global Collaboration is Key to Building Your Arbitration Practice

What Makes A Firm AI Native?

Ai Is Not About Tech, Its About Jobs!

Transitioning From Lawyer to BD Professional

How Lawyers Can Effectively Serve Start Ups?

The Impact of Coaching from the Wolf Theiss Perspective

How the EU AI Act Regulates High Risk AI

Ai Heavyweight Anthrophic Takes Aim at Legal?

The Importance of Higher Education for your Legal Career

Guerrilla Warfare in Arbitration: Myth, Reality and Remedies

How to Nail your Legal Interview

From Big Law to Legal Tech

Demystifying the EU AI Act

How to Ensure Junior Lawyers are Properly Trained in an Age of AI

Visualising to Understand Legal Documentation

An Early Lawyer’s Perspective on AI Adoption

A Year in Arbitration: Recap and Highlights of 2025

Coaching for Better Feedback and Time Management

How Mergers in Legal Tech Enhance Sales

The Wellbeing Weekend: Energy, Focus and New Purpose

In-house Counsel Expectations from External Counsel

How Do Law Firm Mergers Affect Client Relationships?

Conflict of Interest and Hardening the Soft Law: Where Now?

Get early access
to our community

Shape the future of legal

Apply as a moderator by filling and submitting this form.
We will use the information you provide on this form to be in touch with you. You can change your choice at any time by using the Manage consent link in this widget or by contacting us. For more information about our privacy practices please visit our website. By clicking below, you agree that we may process your information in accordance with our Terms.

Get Early Access to our app

We will use the information you provide on this form to be in touch with you. You can change your choice at any time by using the Manage consent link in this widget or by contacting us. For more information about our privacy practices please visit our website. By clicking below, you agree that we may process your information in accordance with our Terms.

Please fill out your details

We'll get back to you within 5 working days