docs: org about + registry + brand icon

README.md

@@ -10,13 +10,14 @@ Organization for DotCheck **closed-weight** AI-likeness engines. Public model re
 
 | Hub id | Wire | Backbone / stack | Artifact |
 |--------|------|------------------|----------|
-| [`vermeer-image-v5`](https://huggingface.co/DotCheck/vermeer-image-v5) | `inhouse@5` | SigLIP2-base + linear head | `…_linear_head_v5.npz` |
+| [`vermeer-image-v5`](https://huggingface.co/DotCheck/vermeer-image-v5) | `inhouse@5` | SigLIP2-base + linear head | `siglip2_base_patch16_224_linear_head_v5.npz` |
 | [`valla-text-v9`](https://huggingface.co/DotCheck/valla-text-v9) | `inhouse-text@9` (+ lang heads) | TMR + Fakespot + logistic heads | `text_stack_head_v9.npz` + lang |
-| [`muybridge-video-v2`](https://huggingface.co/DotCheck/muybridge-video-v2) | `inhouse-video@2` | SigLIP2-base + video head | `…_video_v2.npz` |
+| [`muybridge-video-v2`](https://huggingface.co/DotCheck/muybridge-video-v2) | `inhouse-video@2` | SigLIP2-base + video head | `siglip2_base_patch16_224_linear_head_video_v2.npz` |
 
-- Collection: [dotcheck-engines](https://huggingface.co/collections/DotCheck/dotcheck-engines-6a659e57f7934cb510677785)
+- Collection: [DotCheck Engines](https://huggingface.co/collections/DotCheck/dotcheck-engines-6a659e57f7934cb510677785)
 - About: [`DotCheck/dotcheck`](https://huggingface.co/DotCheck/dotcheck)
 - Private vault (owner): [`heads-live-private`](https://huggingface.co/DotCheck/heads-live-private)
+- Full inventory: see `REGISTRY.md` in this about repo / `hub/REGISTRY.md` in source
 
 ## Runtime
 

REGISTRY.md

@@ -0,0 +1,74 @@
+# DotCheck model registry
+
+SSOT: repo-root `Data.json` → `models` + `hub` + `engines`. Generated by Sync.
+
+## Hub engines (closed weights)
+
+| Slot | Wire | Hub repo | Artifact |
+| --- | --- | --- | --- |
+| image | `inhouse@5` | [vermeer-image-v5](https://huggingface.co/DotCheck/vermeer-image-v5) | `siglip2_base_patch16_224_linear_head_v5.npz` |
+| text | `inhouse-text@9` | [valla-text-v9](https://huggingface.co/DotCheck/valla-text-v9) | `text_stack_head_v9.npz` |
+| video | `inhouse-video@2` | [muybridge-video-v2](https://huggingface.co/DotCheck/muybridge-video-v2) | `siglip2_base_patch16_224_linear_head_video_v2.npz` |
+
+Org: [DotCheck](https://huggingface.co/DotCheck) · Collection: [DotCheck Engines](https://huggingface.co/collections/DotCheck/dotcheck-engines-6a659e57f7934cb510677785) · Vault: `heads-live-private`
+
+## Serve backbones
+
+| HF id | Role | License | Used by |
+| --- | --- | --- | --- |
+| `google/siglip2-base-patch16-224` | image_video | Apache-2.0 | Vermeer + Muybridge |
+| `Oxidane/tmr-ai-text-detector` | text | MIT | Valla |
+| `fakespot-ai/roberta-base-ai-text-detection-v1` | text | Apache-2.0 | Valla |
+
+## Fit generators
+
+| HF id | Modality | License | Alias |
+| --- | --- | --- | --- |
+| `stabilityai/sd-turbo` | image | MIT |  |
+| `segmind/tiny-sd` | image | Apache-2.0 |  |
+| `stabilityai/sdxl-turbo` | image | MIT |  |
+| `Qwen/Qwen2.5-7B-Instruct` | text | Apache-2.0 |  |
+| `mistralai/Mistral-7B-Instruct-v0.3` | text | Apache-2.0 |  |
+| `zai-org/CogVideoX-2b` | video | Apache-2.0 |  |
+| `Wan-AI/Wan2.1-T2V-1.3B-Diffusers` | video | Apache-2.0 |  |
+| `myshell-ai/MeloTTS-English` | audio | MIT | melo-en |
+| `parler-tts/parler-tts-mini-v1` | audio | Apache-2.0 | parler-mini |
+| `mispeech/Dasheng-AudioGen` | audio | Apache-2.0 | dasheng-audiogen |
+
+## Holdout generators
+
+| HF id | Modality | License | Note |
+| --- | --- | --- | --- |
+| `kandinsky-community/kandinsky-2-2-decoder` | image | Apache-2.0 |  |
+| `Qwen/Qwen2.5-1.5B-Instruct` | text | Apache-2.0 |  |
+| `Wan-AI/Wan2.1-T2V-1.3B-Diffusers` | video | Apache-2.0 | code default holdout id |
+| `Wan-AI/Wan2.2-TI2V-5B-Diffusers` | video | Apache-2.0 | shipped RV3 public claim holdout |
+| `ajaykarthick/codecfake-audio` | audio | CC-BY-4.0 | codecfake |
+| `isjwdu/DFADD` | audio | MIT | dfadd |
+
+## Eval datasets
+
+| HF id | Role | License |
+| --- | --- | --- |
+| `wikimedia/wikipedia` | human_text | CC-BY-SA |
+| `Salesforce/wikitext` | human_text | CC-BY-SA |
+| `sedthh/gutenberg_english` | human_text | public-domain |
+| `liamdugan/raid` | text_probe | other |
+
+## Forbidden
+
+| Id / needle | Reason |
+| --- | --- |
+| `GenImage` | NC / commercial-banned |
+| `CIFAKE` | commercial-banned |
+| `CommunityForensics` | commercial-banned |
+| `artem9k/ai-text-detection-pile` | leakage / banned |
+| `AudioMAE` | CC-BY-NC |
+| `by-nc` | NC license substring |
+| `midjourney` | closed scrape / license |
+
+## Planned
+
+| HF id | Role | License | Status |
+| --- | --- | --- | --- |
+| `mispeech/dasheng-base` | audio_backbone | Apache-2.0 | au0_smoke |