From 3962c5794f304e73d22a424763eed861526739f9 Mon Sep 17 00:00:00 2001
From: Thorsten Sommer <mail@tsommer.org>
Date: Mon, 14 Oct 2024 19:34:06 +0200
Subject: [PATCH] Added bias data classes

---
 .../Settings/DataModel/Bias.cs                | 29 ++++++++++
 .../Settings/DataModel/BiasCategory.cs        | 11 ++++
 .../DataModel/BiasCategoryExtensions.cs       | 55 +++++++++++++++++++
 3 files changed, 95 insertions(+)
 create mode 100644 app/MindWork AI Studio/Settings/DataModel/Bias.cs
 create mode 100644 app/MindWork AI Studio/Settings/DataModel/BiasCategory.cs
 create mode 100644 app/MindWork AI Studio/Settings/DataModel/BiasCategoryExtensions.cs

diff --git a/app/MindWork AI Studio/Settings/DataModel/Bias.cs b/app/MindWork AI Studio/Settings/DataModel/Bias.cs
new file mode 100644
index 00000000..a05fdd3b
--- /dev/null
+++ b/app/MindWork AI Studio/Settings/DataModel/Bias.cs	
@@ -0,0 +1,29 @@
+namespace AIStudio.Settings.DataModel;
+
+public sealed class Bias
+{
+    /// <summary>
+    /// The unique identifier of the bias.
+    /// </summary>
+    public Guid Id { get; init; } = Guid.Empty;
+
+    /// <summary>
+    /// In which category the bias is located.
+    /// </summary>
+    public BiasCategory Category { get; set; } = BiasCategory.NONE;
+    
+    /// <summary>
+    /// The bias description.
+    /// </summary>
+    public string Description { get; init; } = string.Empty;
+
+    /// <summary>
+    /// Related bias.
+    /// </summary>
+    public IReadOnlyList<Guid> Related { get; init; } = [];
+
+    /// <summary>
+    /// Related links.
+    /// </summary>
+    public IReadOnlyList<string> Links { get; init; } = [];
+}
\ No newline at end of file
diff --git a/app/MindWork AI Studio/Settings/DataModel/BiasCategory.cs b/app/MindWork AI Studio/Settings/DataModel/BiasCategory.cs
new file mode 100644
index 00000000..bcf5121d
--- /dev/null
+++ b/app/MindWork AI Studio/Settings/DataModel/BiasCategory.cs	
@@ -0,0 +1,11 @@
+namespace AIStudio.Settings.DataModel;
+
+public enum BiasCategory
+{
+    NONE,
+    
+    WHAT_SHOULD_WE_REMEMBER,
+    TOO_MUCH_INFORMATION,
+    NOT_ENOUGH_MEANING,
+    NEED_TO_ACT_FAST,
+}
\ No newline at end of file
diff --git a/app/MindWork AI Studio/Settings/DataModel/BiasCategoryExtensions.cs b/app/MindWork AI Studio/Settings/DataModel/BiasCategoryExtensions.cs
new file mode 100644
index 00000000..4398c9c2
--- /dev/null
+++ b/app/MindWork AI Studio/Settings/DataModel/BiasCategoryExtensions.cs	
@@ -0,0 +1,55 @@
+namespace AIStudio.Settings.DataModel;
+
+public static class BiasCategoryExtensions
+{
+    public static string ToName(this BiasCategory biasCategory) => biasCategory switch
+    {
+        BiasCategory.WHAT_SHOULD_WE_REMEMBER => "What should we remember?",
+        BiasCategory.TOO_MUCH_INFORMATION => "Too much information",
+        BiasCategory.NOT_ENOUGH_MEANING => "Not enough meaning",
+        BiasCategory.NEED_TO_ACT_FAST => "Need to act fast",
+        
+        _ => "Unknown category",
+    };
+    
+    public static string GetThoughts(this BiasCategory biasCategory) => biasCategory switch
+    {
+        BiasCategory.WHAT_SHOULD_WE_REMEMBER => 
+            """
+            - We store memories differently based on how they were experienced
+            - We reduce events and lists to their key elements
+            - We discard specifics to form generalities
+            - We edit and reinforce some memories after the fact
+            """,
+        
+        BiasCategory.TOO_MUCH_INFORMATION =>
+            """
+            - We notice things already primed in memory or repeated often
+            - Bizarre, funny, visually-striking, or anthropomorphic things stick out more than non-bizarre/unfunny things
+            - We notice when something has changed
+            - We are drawn to details that confirm our own existing beliefs
+            - We notice flaws in others more easily than we notice flaws in ourselves    
+            """,
+        
+        BiasCategory.NOT_ENOUGH_MEANING =>
+            """
+            - We tend to find stories and patterns even when looking at sparse data
+            - We fill in characteristics from stereotypes, generalities, and prior histories
+            - We imagine things and people we’re familiar with or fond of as better
+            - We simplify probabilities and numbers to make them easier to think about
+            - We project our current mindset and assumptions onto the past and future
+            - We think we know what other people are thinking
+            """,
+        
+        BiasCategory.NEED_TO_ACT_FAST => 
+            """
+            - We favor simple-looking options and complete information over complex, ambiguous options
+            - To avoid mistakes, we aim to preserve autonomy and group status, and avoid irreversible decisions
+            - To get things done, we tend to complete things we’ve invested time & energy in
+            - To stay focused, we favor the immediate, relatable thing in front of us
+            - To act, we must be confident we can make an impact and feel what we do is important
+            """,
+        
+        _ => string.Empty,
+    };
+}
\ No newline at end of file