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AI & Technology
The shift from AI chatbots to agentic workflows changes the legal AI liability surface. When AI takes actions, not just generates text, governance frameworks built for chatbots are not enough.
April 7, 2026
AI & Technology
Legal AI memory is not about how much text fits in a model window. The real work is persistent state, bounded retrieval, cache discipline, and consistency across a workflow.
April 2, 2026
AI & Technology
The future of legal AI is not stuffing more client data into longer prompts. The better path is scoped memory, bounded retrieval, and systems that know what not to load.
April 2, 2026
AI & Technology
The first question in legal AI is not which model a product uses. The first question is whether the system enforces a real boundary between draft output and legal effect.
April 2, 2026
AI & Technology
Most legal AI tools are still chat wrappers. Legal work needs bounded context, firm-scoped records, and workflow-aware retrieval before any assistant can be trusted.
March 22, 2026