Merge main into staging

site/guide/model-workflows/working-with-model-workflows.qmd

@@ -56,7 +56,7 @@ To review the workflow status of a model's documentation:
 
 ## Transition workflow statuses
 
-::: {.callout-important title="Roles and action visbility"}
+::: {.callout-important title="Roles and action visibility"}
 Depending on the configuration of your workflows, you may or may not be able to move a model into another workflow state as actions can be gated to only users of certain roles. 
 
 When all the actions that can be performed by your role are completed for that model at that stage of the workflow, the Actions section will disappear from view. 

site/notebooks/README.md

@@ -1,6 +1,6 @@
 # ValidMind Sample Notebooks
 
-Our code samples, based on Jupyter notebooks, are designed to showcase the capabilities and features of the ValidMind Developer Framework and ValidMind Platform, while also providing you with useful examples that you can build on and adapt for your own use cases.
+Our code samples, based on Jupyter notebooks, are designed to showcase the capabilities and features of the ValidMind Library and ValidMind Platform, while also providing you with useful examples that you can build on and adapt for your own use cases.
 
 Sample notebooks are organized into the following folders:
 
@@ -11,11 +11,11 @@ Sample notebooks are organized into the following folders:
 * `notebooks/archive` — Deprecrated notebooks, that have either been retired or replaced with newer content
 
 
-## Getting started 
+## Getting started
 
-If you are new to ValidMind, our platform enables organizations to identify, document, and manage model risks for all types of models, including AI/ML models, LLMs, and statistical models. As a model developer, you use the ValidMind Developer Framework to automate documentation and validation tests, and then use the ValidMind AI Risk Platform UI to collaborate on documentation projects. Together, these products simplify model risk management, facilitate compliance with regulations and institutional standards, and enhance collaboration between yourself and model validators.
+If you are new to ValidMind, our platform enables organizations to identify, document, and manage model risks for all types of models, including AI/ML models, LLMs, and statistical models. As a model developer, you use the ValidMind Library to automate documentation and validation tests, and then use the ValidMind AI Risk Platform UI to collaborate on documentation projects. Together, these products simplify model risk management, facilitate compliance with regulations and institutional standards, and enhance collaboration between yourself and model validators.
 
 If this is your first time trying out ValidMind, you can make use of the following resources alongside our sample notebooks:
 
 - [Get started](https://docs.validmind.ai/get-started/get-started.html) — The basics, including key concepts, and how our products work
-- [Get started with the ValidMind Developer Framework](https://docs.validmind.ai/developer/get-started-developer-framework.html) —  The path for developers, more code samples, and our developer reference
+- [Get started with the ValidMind Library](https://docs.validmind.ai/developer/get-started-developer-framework.html) —  The path for developers, more code samples, and our developer reference