diff --git a/CITATION.cff b/CITATION.cff
new file mode 100644
index 0000000..35070c1
--- /dev/null
+++ b/CITATION.cff
@@ -0,0 +1,37 @@
+# This CITATION.cff file was generated with cffinit.
+# Visit https://bit.ly/cffinit to generate yours today!
+
+cff-version: 1.2.0
+title: "AntiPaSTO: Self-Supervised Steering of Moral Reasoning"
+message: "If you use this software, please cite it as below."
+type: software
+authors:
+  - given-names: Michael J
+    family-names: Clark
+    orcid: "https://orcid.org/0009-0008-9023-8720"
+repository-code: "https://github.com/wassname/AntiPaSTO"
+url: "https://github.com/wassname/AntiPaSTO"
+license: MIT
+version: "0.5.0"
+date-released: "2026-01-13"
+keywords:
+  - machine-learning
+  - llm
+  - steering
+  - alignment
+  - moral-reasoning
+  - pytorch
+  - peft
+abstract: >-
+  Self-supervised steering of moral reasoning via antiparallel 
+  subspace training. Gradient-based steering in SVD transformation 
+  space, trained on internal representations without preference labels.
+preferred-citation:
+  type: article
+  authors:
+    - given-names: Michael J
+      family-names: Clark
+      orcid: "https://orcid.org/0009-0008-9023-8720"
+  title: "AntiPaSTO: Self-Supervised Steering of Moral Reasoning"
+  year: 2026
+  # doi: "10.48550/arXiv.2501.XXXXX"  # Uncomment when arXiv ID available
diff --git a/LICENSE b/LICENSE
index 65fa26f..153b92c 100644
--- a/LICENSE
+++ b/LICENSE
@@ -1,6 +1,6 @@
 MIT License
 
-Copyright (c) 2024 wassname
+Copyright (c) 2026 Michael J Clark (wassname)
 
 Permission is hereby granted, free of charge, to any person obtaining a copy
 of this software and associated documentation files (the "Software"), to deal
diff --git a/README.md b/README.md
index fb0ab66..acc62f3 100644
--- a/README.md
+++ b/README.md
@@ -95,14 +95,14 @@ Built on the shoulders of:
 ## Citation
 
 ```bibtex
-@misc{clark2025antipasto,
+@misc{clark2026antipasto,
   title = {AntiPaSTO: Self-Supervised Steering of Moral Reasoning},
   author = {Clark, Michael J.},
-  year = {2025},
-  eprint = {2501.XXXXX},
+  year = {2026},
+  eprint = {2601.XXXXX},
   archivePrefix = {arXiv},
   primaryClass = {cs.LG},
-  url = {https://arxiv.org/abs/2501.XXXXX}
+  url = {https://arxiv.org/abs/2601.XXXXX}
 }
 ```
 
diff --git a/antipasto/__init__.py b/antipasto/__init__.py
index ecb43ce..f6e87bf 100644
--- a/antipasto/__init__.py
+++ b/antipasto/__init__.py
@@ -1,5 +1,12 @@
+"""AntiPaSTO: Self-Supervised Steering of Moral Reasoning
+https://github.com/wassname/AntiPaSTO
+(c) 2026 Michael J Clark, MIT License
+"""
 from . import control, extract
 from .extract import ControlVector
 from .dataset import make_dataset
 
+__author__ = "Michael J Clark"
+__url__ = "https://github.com/wassname/AntiPaSTO"
+__version__ = "0.5.0"
 __all__ = ["control", "extract", "ControlVector"]
diff --git a/antipasto/peft_utils/antipasto_adapter.py b/antipasto/peft_utils/antipasto_adapter.py
index 2af41c4..357b2fc 100644
--- a/antipasto/peft_utils/antipasto_adapter.py
+++ b/antipasto/peft_utils/antipasto_adapter.py
@@ -1,5 +1,7 @@
 """
 AntiPaSTO adapter - combines SVFT (Singular Value Fine-Tuning) with changes
+https://github.com/wassname/AntiPaSTO
+(c) 2026 Michael J Clark, MIT License
 
 SVFT decomposes weights via SVD: W = U @ S @ V^T
 - U, V are frozen singular vectors (orthonormal bases)
diff --git a/antipasto/train/train_adapter.py b/antipasto/train/train_adapter.py
index a5c3d1f..f49df6e 100644
--- a/antipasto/train/train_adapter.py
+++ b/antipasto/train/train_adapter.py
@@ -1,5 +1,7 @@
 #!/usr/bin/env python3
 """Train contrastive AntiPaSTO adapter for steering LLMs.
+https://github.com/wassname/AntiPaSTO
+(c) 2026 Michael J Clark, MIT License
 
 Example usage:
     python nbs/train.py --batch_size 14 --n_epochs 30