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Self-Refinement Loop or Tree Search for a Contract-Clause Rewriter?
A feature rewrites a flagged contract clause to remove a specific legal risk (e.g. an overly broad indemnification scope) while preserving the clause's original intent. Early testing with a single CoT call succeeds about 60% of the time (a lawyer reviewer agrees the rewrite both fixes the risk and preserves intent); the most common failure is a rewrite that fixes the risk but drifts from the original intent in a way a second look would catch.
- Would a sequential self-refinement loop (critique, then revise) plausibly help here? What property of the failure mode makes you say yes or no?
- Would tree-of-thought search plausibly help more, less, or about the same? Justify by naming the specific structural property ToT needs that this task does or doesn't have.
- Propose the technique you'd actually try first, and the concrete measurement that would tell you if it's working.
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