diff --git a/README.md b/README.md
index 6b8d363..f1f5c59 100644
--- a/README.md
+++ b/README.md
@@ -40,7 +40,7 @@ RIA Toolkit OSS is the open-source version of the RIA Toolkit, providing the fun
 
 - (Coming soon) Basic model training and testing utilities.
 
-## 🚀 Want More RIA?
+## 💡 Want More RIA?
 
 - **[RIA Toolkit](https://qoherent.ai/radioinferenceapps/)**: The full, unthrottled set of tools for developing, testing, and deploying radio intelligence applications.
 
@@ -50,7 +50,7 @@ RIA Toolkit OSS is the open-source version of the RIA Toolkit, providing the fun
 
 ## 🚀 Getting started
 
-The RIA Hub Toolkit OSS is available on [PyPI](https://pypi.org/project/ria-toolkit-oss/), [Conda Forge](https://anaconda.org/conda-forge/ria-toolkit-oss) and [RIA Hub](https://riahub.ai/qoherent/-/packages/pypi/ria-toolkit-oss/).
+The RIA Hub Toolkit OSS is available on [PyPI](https://pypi.org/project/ria-toolkit-oss/), [Conda Forge](https://anaconda.org/conda-forge/ria-toolkit-oss), and [RIA Hub](https://riahub.ai/qoherent/-/packages/pypi/ria-toolkit-oss/).
 
 ### Installation from Conda Forge (recommended)