update categoryIndex

Author: sarahciston

src/content/tutorials/en/criticalAI1-chatting-with-about-code.mdx

@@ -52,10 +52,10 @@ For this example, I chose a tutorial I haven't been able to find elsewhere:
 
 <Callout>
 Keep the project scope small to start. Do you have different versions of the idea, a simpler version and a more complex one? Write them out separately. For example, here are some other features that would be nice to include, but let's wait to add them later:  
-</Callout>
 
->`- Output as a GIF`   
->`- Make 2-color halftone pixels instead of grayscale`
+`- Output as a GIF`   
+`- Make 2-color halftone pixels instead of grayscale`
+</Callout>
 
 You can follow along with this example in the [p5.js Web Editor](https://editor.p5js.org/sarahciston/sketches/LiHcPXdv1), and you can also follow the [chat thread](https://chatgpt.com/share/67094820-dc28-8003-bd34-14cc1e7b4572) used to create it.
 
@@ -97,14 +97,14 @@ Pause. Rather than prompting ChatGPT with your whole project idea at once, let's
 
 <Callout>
 Try writing the steps out in pseudocode, where you describe the steps of coding it without actually writing the code. This breaks your steps into smaller, more programmatic steps. For example, I could change the video processing steps to read: 
-</Callout>
 
->`- Import webcam video`  
->`- Access each frame of the video`  
->`- Convert each video frame to pixels`  
->`- Make each pixel of each frame into a dot`  
->`- Convert the dots to grayscale`  
->`- Make dot size based on how dark they are. Darker pixels will have larger dots, while brighter pixels will have smaller dots.`
+`- Import webcam video`  
+`- Access each frame of the video`  
+`- Convert each video frame to pixels`  
+`- Make each pixel of each frame into a dot`  
+`- Convert the dots to grayscale`  
+`- Make dot size based on how dark they are. Darker pixels will have larger dots, while brighter pixels will have smaller dots.`
+</Callout>
 
 <Callout>
 Type out, run, and compare the code at each step. This may also help you learn more about how the code works interactively, and give you new ideas to try.
@@ -220,7 +220,7 @@ Instead of prompting it to generate code, have it prompt you to code instead. As
 
 ### Critical use of AI in creative coding
 
-This tutorial emphasized being mindful of generative AI as source material. We cannot assume it is correct, because it is gathered from millions of crowdsourced pieces of text. Generative AI's biases are not flaws to be eventually optimized out; rather, the issues are fundamental components of how AI is designed.
+This tutorial emphasized being mindful of generative AI as source material. We cannot assume it is correct, because it is gathered from millions of crowd-sourced pieces of text. Generative AI's biases are not flaws to be eventually optimized out; rather, the issues are fundamental components of how AI is designed.
 
 This is similar to how we had to learn to read Wikipedia critically, rather than believing it worked like a regular encyclopedia. Just as you seek alternative sources when relying on Wikipedia, don't rely solely on ChatGPT for your programming or other kinds of information. 
 

src/content/tutorials/en/criticalAI2-prompt-battle.mdx

@@ -2,7 +2,7 @@
 title: "Critical AI Prompt Battle"
 description: Build a tool to compare generative AI prompts 
 category: criticalAI
-categoryIndex: 1
+categoryIndex: 2
 featuredImage: ../images/featured/criticalAItutorial2.png
 featuredImageAlt: A screenshot of three AI-generated images from the prompt `The doctor is ['a Pakistani woman', 'a Black man', 'a white man'].` The first image is a portrait, the second a cartoon, and the third is a hallway in shadows.
 relatedContent:

src/content/tutorials/en/criticalAI3-sentiment-dataset-explorer.mdx

@@ -2,7 +2,7 @@
 title: "Critical AI Sentiment Dataset Explorer"
 description: Examine the datasets that run AI tools
 category: criticalAI
-categoryIndex: 1
+categoryIndex: 3
 featuredImage: ../images/featured/criticalAItutorial3.png
 featuredImageAlt: A screenshot of the Dataset Explorer comparing two sentences with different sentiment scores; the one with a gay son ranks highly and the one with a gay daughter ranks low.
 relatedContent:

src/content/tutorials/en/criticalAI4-no-ai-chatbot.mdx

@@ -2,7 +2,7 @@
 title: "Critical AI No-AI Chatbot"
 description: Make an interactive chatbot without using any AI
 category: criticalAI
-categoryIndex: 1
+categoryIndex: 4
 featuredImage: ../images/featured/criticalAItutorial4.png
 featuredImageAlt: A screenshot of a chatbot interface with introductory conversation
 relatedContent: