Prose2Policy: LLM Translates NL Policies to Rego
π‘Apple's LLM tool auto-converts NL policies to reliable Rego code for OPA security.
β‘ 30-Second TL;DR
What Changed
Translates NLACPs to executable Rego for OPA
Why It Matters
Simplifies policy-as-code adoption for teams using OPA, reducing manual Rego coding. Enhances security in AI/ML deployments by automating enforceable access controls. Valuable for enterprises scaling policy management.
What To Do Next
Test Prose2Policy on your NL access specs to auto-generate and validate Rego policies.
Key Points
- β’Translates NLACPs to executable Rego for OPA
- β’Modular pipeline: detection, extraction, validation, linting, compilation, auto-tests
- β’Emphasizes deployment reliability and auditability
- β’Evaluated on ACRE benchmark
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Original source: Apple Machine Learning β
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