
ABA Journal: Legal Rebels What's on tap for 2026 when it comes to generative AI?
Jan 14, 2026
Oliver Roberts, a legal tech entrepreneur and AI expert, dives into the future of generative AI in the legal field. He discusses the increasing adoption of AI tools, predicting a shift from hype to more practical applications in 2026. Oliver highlights the importance of AI in accelerating young lawyers' careers and the need for federal guidelines to prevent a patchwork of state regulations. He also emphasizes the implications of California's rules on national policy and the necessity for ethical practices in law schools' AI education.
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Hype Falls, Adoption Keeps Rising
- Hype around generative AI will cool, but practical adoption will keep growing in legal tech and practice.
- Models are improving and costs to use them are falling, driving broader integration.
Judges Will Experiment — And Sometimes Err
- The judiciary will experiment more with AI for memos, summaries, and opinions in 2026.
- Increased experimentation will likely produce high-profile errors and hallucinated citations.
Agentic Systems Versus Chatbots
- Agentic AI means autonomous systems that plan and execute multi-step tasks without constant human prompts.
- The technical difference matters, but lawyers ultimately care whether tools improve quality and efficiency.

