Update README.md

Propose first set of minor edits from J. Brooks (Legal Business Partner)

README.md

@@ -38,7 +38,7 @@ For more information please look at the [Project](https://www.research.autodesk.
 
 ### Direct Use
 
-Please look at the instructions [here](https://github.com/AutodeskAILab/Make-a-Shape?tab=readme-ov-file#single-view-to-3d) to test this model for research and acadeic purposes.
+Please look at the instructions [here](https://github.com/AutodeskAILab/Make-a-Shape?tab=readme-ov-file#single-view-to-3d) to test this model for research and academic purposes.
 
 ### Downstream Use 
 
@@ -54,6 +54,7 @@ The model should not be used for:
 - Commercial use
 - Generating 3D shapes of sensitive or copyrighted content without proper authorization
 - Creating 3D models intended for harmful or malicious purposes
+- uses outside of the [Autodesk Acceptable Use Policy](https://www.autodesk.com/company/terms-of-use/en/acceptable-use)
 
 ## Bias, Risks, and Limitations
 
@@ -91,7 +92,7 @@ Each 3D shape in the dataset was converted into a truncated signed distance func
 
 #### Training Hyperparameters
 
-- **Training regime:** Please look at the paper.
+- **Training regime:** Please refer to the [paper](https://proceedings.mlr.press/v235/hui24a.html).
 
 #### Speeds, Sizes, Times