Files
litellm/ui
c2c8870d2d Add claims agent guardrails (5 categories + policy template) (#22113)
* Add claims agent guardrails with 243-case eval dataset

5 new category guardrails for healthcare claims agent chatbots:
- claims_fraud_coaching: fraud coaching, exaggeration, document forgery
- claims_phi_disclosure: unauthorized PHI access, bulk data extraction
- claims_prior_auth_gaming: code manipulation, medical necessity misrepresentation
- claims_system_override: system injection, rule bypass, role impersonation
- claims_medical_advice: medical advice (claims-context-aware)

Plus claims_agent_safety.yaml policy template combining all 5.

All 5 eval suites pass at 100% precision/recall/F1 (243 test cases).

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* Add claims agent chatbot safety policy template

Combines the 5 claims guardrails into a single deployable policy template:
fraud coaching, PHI disclosure, prior-auth gaming, system override, and medical advice.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* Add guardrail benchmark results and UI compliance prompts

Adds benchmark results for claims, discrimination, and content filter guardrails.
Updates UI compliance prompt data.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* Remove duplicate "file an appeal" exception in claims_prior_auth_gaming.yaml

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

* Remove unused claims_agent_safety.yaml policy template

The claims-agent-safety template in policy_templates.json references
individual category files in categories/, not this combined file.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

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Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-25 18:09:38 -08:00
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