Research12 min read
Legal AI, not a coding agent with scaffolding.
Does legal AI need to be fundamentally different?
July 15, 2026Read
Operations, governance and strategy.
Does legal AI need to be fundamentally different?
An advantage or a costly mistake?
How a harness turns a generative model into a constrained sequence of state transitions.
How agents preserve a useful continuation state.
Delegating complex work across subagents.
Aligning on intent, risks, and tasks.
From document processing to deep reasoning.
Lighting up legal memory like human synapses.
Creating systems of audit for legal AI.
A practical systems roadmap.
Solving legal drafting as an open-ended system.
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