PolicyBench (2026-09-30)

README.md

@@ -66,6 +66,8 @@ then follow the *Reproduce the experiments* section of its README.
 
 ## Citation
 
+This benchmark was built to evaluate a control of the **Healthcare AI Agents Regulatory Framework (HAARF)**, the source framework for the QUOKKAGUARD program. Please cite both the paper and HAARF:
+
 ```bibtex
 @unpublished{schwoebel2026quwarden,
   author = {Schwoebel, James},
@@ -74,6 +76,16 @@ then follow the *Reproduce the experiments* section of its README.
   year   = {2026},
   url    = {https://github.com/quome-cloud/quwarden}
 }
+
+@unpublished{schwoebel2026haarf,
+  author = {Schwoebel, Jim and Frasch, Martin and Spalding, Art and Sewell, Ed and Englert, Phil and Halpert, Ben and Overbay, Collin and Semenec, Ingrida and Shor, Joel},
+  title  = {{HAARF}: Healthcare {AI} agents regulatory framework --- a comprehensive security verification standard for autonomous {AI} systems in clinical environments},
+  note   = {medRxiv Preprint},
+  year   = {2026},
+  month  = {April},
+  doi    = {10.64898/2026.04.09.26350519},
+  url    = {https://www.medrxiv.org/content/10.64898/2026.04.09.26350519v1}
+}
 ```
 
 ## License