AI Under the Hood: How LLMs Think, Fail & Mislead in Legal Work
Tatiana Botskina
Leading LegalTech & AI Expert
From theory to practice: equip yourself to use AI responsibly in legal work
Your clients are already using AI. Your opposing counsel is already using AI. The question isn't whether AI will change your practice, it's whether you'll understand it well enough to use it safely, evaluate it critically, and advise on it confidently.
Most AI courses teach lawyers which buttons to click. This one teaches you what's actually happening under the hood, so you can spot the risks others miss.
→ Understand why LLMs hallucinate and build a personal verification protocol before AI-generated work reaches a client or a court.
→ Evaluate any legal AI tool in 15 minutes, using a technical framework most salespeople hope you never learn.
→ Draft your firm's AI governance policy built on a technical understanding of where and why LLMs break down, so your rules address actual risks instead of checking boxes.
→ Integrate AI into research, drafting, and review workflows with tested prompting techniques grounded in how the models actually process legal language.
Learn directly from Tatiana
Tatiana Botskina
Oxford AI researcher, CTO and former practicing lawyer
Who this workshop is for
Senior lawyers who use AI tools daily but feel uneasy, you're not sure when the output is reliable.
Legal leaders being asked to approve AI budgets and set firm-wide AI policies without a real understanding of how the technology works.
In-house counsel and legal ops professionals under pressure to "adopt AI" while protecting corporate data and managing regulatory exposure.
What's included
Live sessions
Learn directly from Tatiana Botskina in a real-time, interactive format.
Community of peers
Stay accountable and share insights with like-minded professionals.
Certificate of completion
Share your new skills with your employer or on LinkedIn.
Maven Guarantee
Your purchase is backed by the Maven Guarantee.
Frequently asked questions
£499
GBP
8 days left to enroll