docs: add NEO branding ownership and cover image

.gitattributes

@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+neo-cover.png filter=lfs diff=lfs merge=lfs -text

DATASET_LICENSE.md

@@ -0,0 +1,31 @@
+TokenAI Neo Dataset License v1.0
+
+Copyright (c) 2026 TokenAI / Assem Sabry.
+
+TokenAI is a non-profit startup founded in 2025 by Assem Sabry. Contact:
+info@tokenaia.llc. Website: https://tokenai.llc.
+
+The synthetic dataset published at:
+
+https://huggingface.co/datasets/tokenaii/neo-dataset
+
+may be downloaded and used for personal, academic, internal, research, and
+commercial work, subject to these conditions:
+
+1. Every use must identify the dataset as the TokenAI Neo Dataset and include
+   the primary reference `tokenaii/neo`.
+2. The dataset, any unchanged copy, and any substantially equivalent export
+   may not be redistributed, rehosted, mirrored, sublicensed, sold, or
+   published for download without prior written permission from TokenAI.
+3. Rebranding, renaming, white-labeling, or publishing the dataset under a
+   different project or organization name is prohibited.
+4. Provenance, generator version, manifest, attribution, and license notices
+   must not be removed.
+5. Derived labels or models may not be distributed in a way that substitutes
+   for redistribution of the dataset or removes the TokenAI Neo reference.
+
+Third-party datasets mentioned in the Neo repository are not covered by this
+license and retain their own terms.
+
+THE DATASET IS PROVIDED "AS IS" WITHOUT WARRANTY. THIS CUSTOM LICENSE SHOULD
+BE REVIEWED BY COUNSEL BEFORE ENFORCEMENT.

MODEL_LICENSE.md

@@ -1,3 +1,31 @@
-See the canonical model license in the Neo project repository:
+TokenAI Neo Model License v1.0
 
-https://huggingface.co/tokenaii/neo/blob/main/MODEL_LICENSE.md
+Copyright (c) 2026 TokenAI / Assem Sabry.
+
+TokenAI is a non-profit startup founded in 2025 by Assem Sabry. Contact:
+info@tokenaia.llc. Website: https://tokenai.llc.
+
+The model weights, configuration, tokenizer files, calibration artifacts, and
+model-specific files published at:
+
+https://huggingface.co/tokenaii/neo
+
+may be downloaded and used for personal, academic, internal, research, and
+commercial inference, subject to all of the following conditions:
+
+1. The model must be identified as TokenAI Neo and must reference the primary
+   model repository `tokenaii/neo`.
+2. The weights and any fine-tuned or merged derivative weights may not be
+   redistributed, rehosted, sublicensed, sold, mirrored, or published for
+   download without prior written permission from TokenAI.
+3. Rebranding, renaming, white-labeling, or presenting the model as a model
+   whose origin is not TokenAI Neo is prohibited.
+4. Attribution and this license must remain visible in model cards, products,
+   documentation, and user-facing notices where the model is used.
+5. A hosted inference service may use the model, but may not provide the
+   weights or a downloadable copy without written permission.
+6. The model is not certified for medical, legal, financial, safety-critical,
+   or autonomous decisions without independent validation and human oversight.
+
+THE MODEL IS PROVIDED "AS IS" WITHOUT WARRANTY. THIS CUSTOM LICENSE SHOULD BE
+REVIEWED BY COUNSEL BEFORE ENFORCEMENT.

NOTICE.md

@@ -8,3 +8,8 @@ The canonical project reference is:
 
 Neo is a TokenAI project by Assem Sabry. Do not remove this notice, rename the
 project, or publish a copy under a different identity.
+
+TokenAI is a non-profit startup founded in 2025 by Assem Sabry.
+
+Contact: info@tokenaia.llc
+Website: https://tokenai.llc

README.md

@@ -10,7 +10,13 @@ tags:
 - tool-routing
 ---
 
-# Neo
+# NEO - Decision Model
+
+<p align="center"><img src="neo-cover.png" alt="NEO" width="360"></p>
+
+TokenAI is a non-profit startup founded in 2025 by Assem Sabry. The Neo model,
+source code, training data, documentation, and related materials are owned by
+TokenAI. Contact: info@tokenaia.llc · https://tokenai.llc
 
 Neo is a TokenAI System One decision model. It reads application state and a
 declared decision schema and returns typed probabilities for `choice`, `score`,
@@ -25,6 +31,12 @@ Training method: RLCD-inspired soft-target training from scratch on synthetic
 decision records. See the project repository for code, manifests, run logs,
 and evaluation protocols.
 
+The model must remain identified as **TokenAI Neo** and must keep the canonical
+reference `tokenaii/neo`. Rebranding, renaming, white-labeling, redistributing,
+or publishing a copy or derivative checkpoint under another identity is
+prohibited. Do not use the dataset without preserving its `tokenaii/neo`
+reference. All use is subject to [MODEL_LICENSE.md](MODEL_LICENSE.md).
+
 ## License
 
 This model is released under the TokenAI Neo Model License v1.0. Do not