2026 means stabilizing AI tools, not launching new ones
2026 isn't about new AI capabilities — it's about stabilizing the ones we already have. For product counsel, governance built on shifting tools is governance built on sand.
2026 isn't about new AI capabilities — it's about stabilizing the ones we already have. For product counsel, governance built on shifting tools is governance built on sand.
The authors suggest treating AI agents as "legal actors" — entities that bear duties — without granting them legal personhood.
Legal AI vendors should publish what they refuse to build, not just what they ship. Architectural constraints aren't limitations — they're competitive differentiators. The first privilege breach will prove who got this right.
Advancing AI Negotiations: New Theory and Evidence from a Large-Scale Autonomous Negotiations Competition Authors: Michelle Vaccaro, Michael Caoson, Harang Ju, Sinan Aral, and Jared R. Curhan
Your company just licensed the same AI tools as your competitors. Same models. Same infrastructure. Same vendor capabilities. So what makes your lega…
Winston Weinberg's Davos interview had one line that changes positioning for legal tech companies and procurement for in-house teams: law firms will build "technology arms" within two years. Not technology partnerships. Internal technology capabilities.
Ultimately, the study serves as a crucial reality check. The goal isn't just to build an AI that can produce fluent text, but one that can reflect the complex, messy, and nuanced reality of human judgment.
"The in-house teams are like about a year behind I’d say... most of them now are interested in like piloting the tools and checking them out, but change management across a lot of in-house teams [hasn't] happened." — Winston Weinberg, Co-Founder & CEO, Harvey