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sociable systems.
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AI in Safeguards Work: An Interim Protocol

Four rules that make AI-assisted E&S work checkable: disclosure at touch-point grain, evidence custody, a never-machine-settled list, and a hostile read before submission. v0.1.

Use

Adopt an operational discipline for AI use in safeguards deliverables before a lender, panel, or litigator writes one for you.

For

Safeguards, ESG, and E&S consultancy teams producing AI-assisted deliverables

Stage

Implementation