diff --git a/README.md b/README.md
index 83759fd..8cb6013 100644
--- a/README.md
+++ b/README.md
@@ -21,7 +21,7 @@ Taking notes on the specialized language models that actually have companies pub
| Model | Companies Actually Using It | Proof of Usage | Blog/Coverage | Key Notes |
|-------|-----------------------------|----------------|---------------|-----------|
-| **[ClipTagger-12B](https://huggingface.co/inference-net/ClipTagger-12b) (Aug. 2025)** | [Grass](https://www.grass.io/) / [Wynd Labs](https://wyndlabs.ai/) | Launch PRs: [BusinessWire](https://www.businesswire.com/news/home/20250814241444/en/Grass-and-Inference-Launch-Video-Annotation-Model-Outperforming-Claude-4), [Yahoo Finance](https://finance.yahoo.com/news/grass-inference-launch-video-annotation-180000955.html); Product page: [Inference.net model](https://inference.net/models/cliptagger-12b) | [Official launch blog](https://inference.net/blog/cliptagger-12b), [Grass launch post](https://www.grass.io/learn/grass-and-inference-launch-video-annotation-model-outperforming-claude-4), [HYPER.AI coverage](https://hyper.ai/en/headlines/aecceadc9e83c458d2b98dfc948d8cc6) | Video tagging specialist that a company co-developed |
+| **[ClipTagger-12B](https://huggingface.co/inference-net/ClipTagger-12b) (Aug. 2025)** | [Grass](https://www.grass.io/) / [Wynd Labs](https://wyndlabs.ai/) | Launch PRs: [BusinessWire](https://www.businesswire.com/news/home/20250814241444/en/Grass-and-Inference-Launch-Video-Annotation-Model-Outperforming-Claude-4), [Yahoo Finance](https://finance.yahoo.com/news/grass-inference-launch-video-annotation-180000955.html); Product page: [Inference.net model](https://inference.net/models/cliptagger-12b) | [Official launch blog](https://inference.net/blog/cliptagger-12b)
[Grass launch post](https://www.grass.io/learn/grass-and-inference-launch-video-annotation-model-outperforming-claude-4)
[HYPER.AI coverage](https://hyper.ai/en/headlines/aecceadc9e83c458d2b98dfc948d8cc6) | Video tagging specialist that a company co-developed |
| **[ReaderLM-v2](https://huggingface.co/jinaai/ReaderLM-v2) (Jul. 2025)** | [Jina AI](https://jina.ai/) / [Google Cloud](https://cloud.google.com/) | Jina model: [ReaderLM-v2](https://jina.ai/models/ReaderLM-v2/), [Hugging Face](https://huggingface.co/jinaai/ReaderLM-v2); Jina Reader API uses ReaderLM-v2: [docs](https://jina.ai/reader/); Google Cloud Run production case study: [GCP blog](https://cloud.google.com/blog/products/application-development/how-jina-ai-built-its-100-billion-token-web-grounding-system-with-cloud-run-gpus) | [Jina announcement](https://jina.ai/news/readerlm-v2-frontier-small-language-model-for-html-to-markdown-and-json) | HTML-to-Markdown conversion used in production by Jina and scaled on Google Cloud |
| **[Foundation-Sec-8B](https://huggingface.co/fdtn-ai/Foundation-Sec-8B) (Cisco) (Apr.–Aug. 2025)** | [Cisco](https://www.cisco.com/) / [Splunk](https://www.splunk.com/) | Cisco blog: [Foundation-sec-8B reasoning model](https://blogs.cisco.com/security/foundation-sec-8b-reasoning-worlds-first-security-reasoning-model); Splunk blog: [Accelerating Security Operations](https://www.splunk.com/en_us/blog/artificial-intelligence/accelerating-security-operations-with-splunk-and-foundation-ai-s-first-open-source-security-model.html) | Cisco overview: [First open-source security model](https://blogs.cisco.com/security/foundation-sec-cisco-foundation-ai-first-open-source-security-model) | Cybersecurity model with real SOC deployment by Splunk |
| **[ShieldGemma 2](https://huggingface.co/google/shieldgemma-2-4b-it) (Mar. 2025)** | [Google/Vertex AI](https://cloud.google.com/vertex-ai) / [Hugging Face](https://huggingface.co/) | Vertex docs: [Models page (lists ShieldGemma 2)](https://cloud.google.com/vertex-ai/generative-ai/docs/models); Transformers: [ShieldGemma 2 docs](https://huggingface.co/docs/transformers/model_doc/shieldgemma2); Release: [Gemma releases (Feb 19, 2025)](https://ai.google.dev/gemma/docs/releases) | [Google AI dev docs](https://ai.google.dev/gemma/docs/shieldgemma) | Safety classifier used by Google themselves in their AI stack |