numfocus · NopePlague · Nov 11, 2025
diff --git a/README.md b/README.md
@@ -22,6 +22,17 @@ Google Summer of Code 2025 program and previous editions.
 This Git repository stores information about NumFOCUS'
 application for Google Summer of Code in the current and previous years.
 
+---
+
+## Note for New Contributors
+
+This repository contains historical and current information about NumFOCUS participation in Google Summer of Code (GSoC) from previous years up to the present.
+
+To get the most accurate and up-to-date details on GSoC 2025 projects, timelines, and application procedures, please visit the official Google Summer of Code website:  
+[https://summerofcode.withgoogle.com/](https://summerofcode.withgoogle.com/)
+
+---
+
 <!-- markdown-toc start - Don't edit this section. Run M-x markdown-toc-generate-toc again -->
 **Table of Contents**
 
@@ -75,7 +86,7 @@ In alphabetic order.
           <a href="https://www.aeon-toolkit.org/">aeon</a> is an open-source scikit-learn compatible toolkit for time series tasks such as classification, regression, clustering, anomaly detection, segmentation and forecasting. It provides a broad library of time series algorithms, including efficient implementations of the latest advances in research.
         </p>
         <p>
-          <a href="https://www.aeon-toolkit.org">Website</a> | <a href ="https://github.com/aeon-toolkit/aeon-admin/blob/main/gsoc/gsoc-2025-projects.md">Ideas Page</a> | <a href="https://join.slack.com/t/aeon-toolkit/shared_invite/zt-22vwvut29-HDpCu~7VBUozyfL_8j3dLA"> Slack</a> | <a href="https://github.com/aeon-toolkit/aeon">Source Code</a>
+          <a href="https://www.aeon-toolkit.org">Website</a> | <a href ="https://github.com/aeon-toolkit/aeon-admin/blob/main/gsoc/gsoc-2026-projects.md">Ideas Page</a> | <a href="https://join.slack.com/t/aeon-toolkit/shared_invite/zt-22vwvut29-HDpCu~7VBUozyfL_8j3dLA"> Slack</a> | <a href="https://github.com/aeon-toolkit/aeon">Source Code</a>
         </p>
      </td>
    </tr>

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