docs: link patronus.studio pages (blog EN/DE, product), Ark is open source, replace dashes

README.md

@@ -28,6 +28,12 @@ tags:
 
 **Quantized ONNX builds of [Husky Paw Tool Action Classifier](https://huggingface.co/patronus-studio/husky-paw-tool-action-classifier) for local / edge inference.**
 
+**Read more**
+
+- Blog post (EN): [Our AI-Security Model Zoo Is Now Open Source](https://patronus.studio/en/posts/our-ai-security-model-zoo-is-now-open-source)
+- Blogbeitrag (DE): [Unser AI-Security-Model-Zoo ist jetzt Open Source](https://patronus.studio/posts/unser-ai-security-model-zoo-ist-open-source)
+- Product page: [Patronus AI models](https://patronus.studio/product/ai-models)
+
 This repository contains the size- and memory-optimized ONNX exports of the FP32 model. For
 intended uses, class definitions, training data, benchmarks, and limitations, see the
 [main model card](https://huggingface.co/patronus-studio/husky-paw-tool-action-classifier).
@@ -48,7 +54,7 @@ Quantization parity on the unified_v3 held-out test split (n = 2914; max_length
 
 | Variant | Accuracy | F1 (macro) | Δ F1 vs FP32 |
 | --- | --- | --- | --- |
-| FP32 reference (main repo) | 0.9465 | 0.9366 | — |
+| FP32 reference (main repo) | 0.9465 | 0.9366 | - |
 | FP16 | 0.9454 | 0.9366 | -0.0000 |
 | INT8 | 0.9451 | 0.9366 | -0.0000 |
 | INT8 + INT4 embeddings | 0.9465 | 0.9330 | -0.0036 |
@@ -83,15 +89,23 @@ notices are retained.
 
 ## Patronus Ark
 
-This model is built to run inside **Patronus Ark**, Patronus' open-source on-device
+This model is built to run inside **[Patronus Ark](https://github.com/patronus-protect/patronus-security)**, Patronus' open-source on-device
 AI-security scanning library (L1 native rules → L2 NTDB cascade → L3 transformer).
-Ark is not publicly released yet — a repository link will be added here at launch.
+Ark is open source: [GitHub repository](https://github.com/patronus-protect/patronus-security) · [product page](https://patronus.studio/product/security-lib).
+
+## More information
+
+- Blog post (EN): [Our AI-Security Model Zoo Is Now Open Source](https://patronus.studio/en/posts/our-ai-security-model-zoo-is-now-open-source)
+- Blogbeitrag (DE): [Unser AI-Security-Model-Zoo ist jetzt Open Source](https://patronus.studio/posts/unser-ai-security-model-zoo-ist-open-source)
+- Product page: [Patronus AI models](https://patronus.studio/product/ai-models)
+- Patronus Ark, the open-source scanning library this model runs in: [GitHub](https://github.com/patronus-protect/patronus-security) · [product page](https://patronus.studio/product/security-lib)
+- Patronus Protect, the on-device AI firewall: [patronus.studio](https://patronus.studio)
 
 ---
 
 ## 🛡️ Patronus Protect
 
-Brought to you by [Patronus Protect](https://patronus.studio) — a local AI firewall that
+Brought to you by [Patronus Protect](https://patronus.studio), a local AI firewall that
 secures every AI interaction, including prompts, tools and documents, before it reaches
 your models.