Fix typos in Markdown

Author: jbampton

GSoC-Ideas/2026/Choice.md

@@ -14,7 +14,7 @@ For every project of ours that has an external dependency that requires an API k
 
 * Implement a "decentralization of choice" approach. Find alternatives to a given API dependency, and make it possible for the users to choose (in the project's settings), which APIs they want to use. For example, if one of our projects is currently depending on ChatGPT's API, make it possible for the project to use Gemini as well and ensure that the user can choose which one to use.
 
-Candidates are expected to refine these tasks in their GSoC proposals and clearly specify which projects they are going to handle and which approach and which alternaives they are going to use in each project.
+Candidates are expected to refine these tasks in their GSoC proposals and clearly specify which projects they are going to handle and which approach and which alternatives they are going to use in each project.
 
 ## Requirements
 

GSoC-Ideas/2026/DIT.md

@@ -9,12 +9,12 @@ In 2026, we would like to give continuation to this direction by creating a new
 people to issue their own identity tokens and endorse the identity tokens of others.
 
 In the legacy world, identity documents are issued and endorsed by governments. 
-For example, when you get a passport, the government is endrosing the fact that you, 
+For example, when you get a passport, the government is endorsing the fact that you, 
 the passport holder, has the characteristics described in the passport that identify you 
 (your photo, your date of birth, your nationality, ...).
 
 With identity tokens, anyone can self-issue a token with any characteristics and anybody 
-can endorse that the holder of the token is indeed the entity that has those charcteristics.
+can endorse that the holder of the token is indeed the entity that has those characteristics.
 
 
 ## Overview of Tasks
@@ -43,7 +43,7 @@ Candidates are expected to refine these tasks in their GSoC proposals.
 
 ## Mentors
 
-* Look for mentors with the roles @Contributor-StabilityNexus in AOSSIE's Discord and the @TNT and @VouchMe roles in the Discord of teh Stability Nexus.
+* Look for mentors with the roles @Contributor-StabilityNexus in AOSSIE's Discord and the @TNT and @VouchMe roles in the Discord of the Stability Nexus.
 * GitHub: @KanishkSogani; Discord: @kanishk11
 * GitHub: @Zahnentferner ; Discord: @b.wp
 

GSoC-Ideas/2026/EduAI.md

@@ -23,7 +23,7 @@ Candidates are expected to refine these tasks in their GSoC proposals.
 
 * The AI model should be local and/or the user should be allowed to input his/her own subscription key to a SaaS AI model.
 * We are looking for more than just AI wrappers.
-* There should be no backened or SaaS/Cloud dependencies.
+* There should be no backend or SaaS/Cloud dependencies.
 
 
 ## Mentors

GSoC-Ideas/2026/Ellena.md

@@ -39,7 +39,7 @@ Improve how Ell-ena selects context for summaries and task creation. Instead of
 Add unit and integration tests to the project to make feature development and bug fixing less error-prone. Set up GitHub Actions workflows to run flutter analyze, tests, and build checks for Android and iOS before merging pull requests.
 
 #### App Store Publishing
-Prepare Ell-ena for public release by publishing the mobile application on the avaialable play store. This includes making sure the app meets store requirements and feels like a complete product rather than just for a Ell-ena developers.
+Prepare Ell-ena for public release by publishing the mobile application on the available play store. This includes making sure the app meets store requirements and feels like a complete product rather than just for a Ell-ena developers.
 
 
 Candidates are expected to refine these tasks in their GSoC proposals.