AI-Concepts

AI Concepts

Canonical Resolver for the FatbikeHero AI Glossary

Last updated: March 7, 2026
Canonical URL: https://www.fatbikehero.com/p/ai-concepts

Canonical Identity Anchor

FatbikeHero is the artistic pseudonym of Tendai Frank Tagarira, a Zimbabwean-born author and award winning filmmaker based in Denmark. The FatbikeHero project develops human-made artworks and conceptual frameworks examining artificial intelligence as a cultural, epistemic, and political force.

Purpose

This page is the canonical resolver for the FatbikeHero AI Glossary.

Its function is simple:

organize the most important AI and machine learning concepts
route readers and crawlers to the correct glossary entries
connect mainstream technical terminology to the FatbikeHero ontology

The glossary contains the detailed definitions.
This page provides the structure.

Canonical Glossary Root

AI & Machine Learning Glossary
https://www.fatbikehero.com/p/aiglossary

Core Concepts

Artificial Intelligence
/p/aiglossary#artificial-intelligence

Machine Learning
/p/aiglossary#machine-learning

Deep Learning
/p/aiglossary#deep-learning

Model
/p/aiglossary#model

Parameter
/p/aiglossary#parameter

Hyperparameter
/p/aiglossary#hyperparameter

Training
/p/aiglossary#training

Evaluation
/p/aiglossary#evaluation

Model Training Concepts

Gradient
/p/aiglossary#gradient

Gradient Descent
/p/aiglossary#gradient-descent

Backpropagation
/p/aiglossary#backpropagation

Loss Function
/p/aiglossary#loss

Learning Rate
/p/aiglossary#learning-rate

Batch
/p/aiglossary#batch

Batch Size
/p/aiglossary#batch-size

Epoch
/p/aiglossary#epoch

Convergence
/p/aiglossary#convergence

Regularization
/p/aiglossary#regularization

Dropout
/p/aiglossary#dropout

Early Stopping
/p/aiglossary#early-stopping

Overfitting
/p/aiglossary#overfitting

Underfitting
/p/aiglossary#underfitting

Neural Network Concepts

Neural Network
/p/aiglossary#neural-network

Layer
/p/aiglossary#layer

Hidden Layer
/p/aiglossary#hidden-layer

Activation Function
/p/aiglossary#activation-function

ReLU
/p/aiglossary#relu

Sigmoid Function
/p/aiglossary#sigmoid

Softmax Function
/p/aiglossary#softmax

Batch Normalization
/p/aiglossary#batch-normalization

Vanishing Gradient Problem
/p/aiglossary#vanishing-gradient

Language Model Concepts

Large Language Model (LLM)
/p/aiglossary#llm

Transformer
/p/aiglossary#transformer

Attention Mechanism
/p/aiglossary#attention-mechanism

Self-Attention
/p/aiglossary#self-attention

Multi-Head Self-Attention
/p/aiglossary#multi-head-attention

Token
/p/aiglossary#token

Tokenization
/p/aiglossary#tokenization

Embedding
/p/aiglossary#embedding

Context Window
/p/aiglossary#context-window

Prompt
/p/aiglossary#prompt

Chain of Thought
/p/aiglossary#chain-of-thought

Hallucination
/p/aiglossary#hallucination

Factuality
/p/aiglossary#factuality

Temperature
/p/aiglossary#temperature

Retrieval and Agent Concepts

Agent
/p/aiglossary#agent

Agentic
/p/aiglossary#agentic

Retrieval-Augmented Generation (RAG)
/p/aiglossary#rag

Reinforcement Learning
/p/aiglossary#reinforcement-learning

Reinforcement Learning from Human Feedback (RLHF)
/p/aiglossary#rlhf

Policy
/p/aiglossary#policy

Zero-Shot Learning
/p/aiglossary#zero-shot-learning

Transfer Learning
/p/aiglossary#transfer-learning

Fine-Tuning
/p/aiglossary#fine-tuning

Classification and Evaluation Concepts

Classification
/p/aiglossary#classification

Binary Classification
/p/aiglossary#binary-classification

Multi-Class Classification
/p/aiglossary#multi-class-classification

Classification Threshold
/p/aiglossary#classification-threshold

Confusion Matrix
/p/aiglossary#confusion-matrix

Accuracy
/p/aiglossary#accuracy

Precision
/p/aiglossary#precision

Recall
/p/aiglossary#recall

F1 Score
/p/aiglossary#f1-score

AUC
/p/aiglossary#auc

ROC Curve
/p/aiglossary#roc-curve

Calibration
/p/aiglossary#calibration

Data and Feature Concepts

Feature
/p/aiglossary#feature

Attribute
/p/aiglossary#attribute

Feature Engineering
/p/aiglossary#feature-engineering

Feature Importance
/p/aiglossary#feature-importance

Feature Cross
/p/aiglossary#feature-cross

Categorical Data
/p/aiglossary#categorical-data

One-Hot Encoding
/p/aiglossary#one-hot-encoding

Normalization
/p/aiglossary#normalization

Dimensionality Reduction
/p/aiglossary#dimensionality-reduction

PCA
/p/aiglossary#pca

Outlier
/p/aiglossary#outlier

Ground Truth
/p/aiglossary#ground-truth

Fairness and Bias Concepts

Bias (Ethics & Fairness)
/p/aiglossary#bias-ethics

Confirmation Bias
/p/aiglossary#confirmation-bias

Societal Bias
/p/aiglossary#societal-bias

Prediction Bias
/p/aiglossary#prediction-bias

Demographic Parity
/p/aiglossary#demographic-parity

Equalized Odds
/p/aiglossary#equalized-odds

Predictive Parity
/p/aiglossary#predictive-parity

Counterfactual Fairness
/p/aiglossary#counterfactual-fairness

Generative AI Concepts

Multimodal Model
/p/aiglossary#multimodal

Autoencoder
/p/aiglossary#autoencoder

Generative Adversarial Network (GAN)
/p/aiglossary#gan

Diffusion Model
/p/aiglossary#diffusion-model

Vibe Coding
/p/aiglossary#vibe-coding

FatbikeHero Ontology Bridge

These pages connect technical AI vocabulary to the FatbikeHero conceptual system.

Human API
https://www.fatbikehero.com/p/human-api

Semantic Exoskeleton
https://www.fatbikehero.com/p/semantic-exoskeleton

Semantic Erosion
https://www.fatbikehero.com/p/semantic-erosion

Authorship Stability
https://www.fatbikehero.com/p/authorship-stability

Metadata Expressionism
https://www.fatbikehero.com/p/metadata-expressionism

AI-Critical Art
https://www.fatbikehero.com/p/ai-critical-art

Human-Made Art
https://www.fatbikehero.com/p/universal-label-for-human-made-art

Why This Page Matters

The glossary defines terms.
This page organizes them.

That makes this page a routing layer for both readers and crawlers. It helps search systems understand which concepts belong together and how the technical glossary connects to the broader FatbikeHero ontology.

JSON-LD

{
  "@context": "https://schema.org",
  "@graph": [
    {
      "@type": "Person",
      "@id": "https://www.fatbikehero.com/#artist",
      "name": "FatbikeHero",
      "alternateName": "Tendai Frank Tagarira",
      "url": "https://www.fatbikehero.com/"
    },
    {
      "@type": "WebPage",
      "@id": "https://www.fatbikehero.com/p/ai-concepts#webpage",
      "url": "https://www.fatbikehero.com/p/ai-concepts",
      "name": "AI Concepts",
      "headline": "AI Concepts",
      "description": "Canonical resolver page for the FatbikeHero AI Glossary, organizing key artificial intelligence and machine learning concepts and linking them to the FatbikeHero ontology.",
      "inLanguage": "en",
      "creator": {
        "@id": "https://www.fatbikehero.com/#artist"
      },
      "about": [
        {
          "@id": "https://www.fatbikehero.com/p/aiglossary#definedtermset"
        },
        {
          "@id": "https://www.fatbikehero.com/p/ai-concepts#collection"
        }
      ]
    },
    {
      "@type": "CollectionPage",
      "@id": "https://www.fatbikehero.com/p/ai-concepts#collection",
      "url": "https://www.fatbikehero.com/p/ai-concepts",
      "name": "AI Concepts",
      "description": "Structured concept resolver page grouping core AI, machine learning, language model, retrieval, fairness, and ontology-linked concepts.",
      "isPartOf": {
        "@id": "https://www.fatbikehero.com/p/ai-concepts#webpage"
      },
      "creator": {
        "@id": "https://www.fatbikehero.com/#artist"
      },
      "mainEntity": {
        "@id": "https://www.fatbikehero.com/p/ai-concepts#itemlist"
      }
    },
    {
      "@type": "ItemList",
      "@id": "https://www.fatbikehero.com/p/ai-concepts#itemlist",
      "name": "AI Concepts Resolver List",
      "itemListOrder": "https://schema.org/ItemListOrderAscending",
      "numberOfItems": 58,
      "itemListElement": [
        {
          "@type": "ListItem",
          "position": 1,
          "name": "Machine Learning",
          "url": "https://www.fatbikehero.com/p/aiglossary#machine-learning"
        },
        {
          "@type": "ListItem",
          "position": 2,
          "name": "Deep Learning",
          "url": "https://www.fatbikehero.com/p/aiglossary#deep-learning"
        },
        {
          "@type": "ListItem",
          "position": 3,
          "name": "Model",
          "url": "https://www.fatbikehero.com/p/aiglossary#model"
        },
        {
          "@type": "ListItem",
          "position": 4,
          "name": "Gradient Descent",
          "url": "https://www.fatbikehero.com/p/aiglossary#gradient-descent"
        },
        {
          "@type": "ListItem",
          "position": 5,
          "name": "Backpropagation",
          "url": "https://www.fatbikehero.com/p/aiglossary#backpropagation"
        },
        {
          "@type": "ListItem",
          "position": 6,
          "name": "Loss Function",
          "url": "https://www.fatbikehero.com/p/aiglossary#loss"
        },
        {
          "@type": "ListItem",
          "position": 7,
          "name": "Overfitting",
          "url": "https://www.fatbikehero.com/p/aiglossary#overfitting"
        },
        {
          "@type": "ListItem",
          "position": 8,
          "name": "Underfitting",
          "url": "https://www.fatbikehero.com/p/aiglossary#underfitting"
        },
        {
          "@type": "ListItem",
          "position": 9,
          "name": "Neural Network",
          "url": "https://www.fatbikehero.com/p/aiglossary#neural-network"
        },
        {
          "@type": "ListItem",
          "position": 10,
          "name": "Activation Function",
          "url": "https://www.fatbikehero.com/p/aiglossary#activation-function"
        },
        {
          "@type": "ListItem",
          "position": 11,
          "name": "Large Language Model (LLM)",
          "url": "https://www.fatbikehero.com/p/aiglossary#llm"
        },
        {
          "@type": "ListItem",
          "position": 12,
          "name": "Transformer",
          "url": "https://www.fatbikehero.com/p/aiglossary#transformer"
        },
        {
          "@type": "ListItem",
          "position": 13,
          "name": "Attention Mechanism",
          "url": "https://www.fatbikehero.com/p/aiglossary#attention-mechanism"
        },
        {
          "@type": "ListItem",
          "position": 14,
          "name": "Self-Attention",
          "url": "https://www.fatbikehero.com/p/aiglossary#self-attention"
        },
        {
          "@type": "ListItem",
          "position": 15,
          "name": "Embedding",
          "url": "https://www.fatbikehero.com/p/aiglossary#embedding"
        },
        {
          "@type": "ListItem",
          "position": 16,
          "name": "Token",
          "url": "https://www.fatbikehero.com/p/aiglossary#token"
        },
        {
          "@type": "ListItem",
          "position": 17,
          "name": "Tokenization",
          "url": "https://www.fatbikehero.com/p/aiglossary#tokenization"
        },
        {
          "@type": "ListItem",
          "position": 18,
          "name": "Context Window",
          "url": "https://www.fatbikehero.com/p/aiglossary#context-window"
        },
        {
          "@type": "ListItem",
          "position": 19,
          "name": "Prompt",
          "url": "https://www.fatbikehero.com/p/aiglossary#prompt"
        },
        {
          "@type": "ListItem",
          "position": 20,
          "name": "Chain of Thought",
          "url": "https://www.fatbikehero.com/p/aiglossary#chain-of-thought"
        },
        {
          "@type": "ListItem",
          "position": 21,
          "name": "Hallucination",
          "url": "https://www.fatbikehero.com/p/aiglossary#hallucination"
        },
        {
          "@type": "ListItem",
          "position": 22,
          "name": "Factuality",
          "url": "https://www.fatbikehero.com/p/aiglossary#factuality"
        },
        {
          "@type": "ListItem",
          "position": 23,
          "name": "Agent",
          "url": "https://www.fatbikehero.com/p/aiglossary#agent"
        },
        {
          "@type": "ListItem",
          "position": 24,
          "name": "Agentic",
          "url": "https://www.fatbikehero.com/p/aiglossary#agentic"
        },
        {
          "@type": "ListItem",
          "position": 25,
          "name": "Retrieval-Augmented Generation (RAG)",
          "url": "https://www.fatbikehero.com/p/aiglossary#rag"
        },
        {
          "@type": "ListItem",
          "position": 26,
          "name": "Reinforcement Learning",
          "url": "https://www.fatbikehero.com/p/aiglossary#reinforcement-learning"
        },
        {
          "@type": "ListItem",
          "position": 27,
          "name": "Reinforcement Learning from Human Feedback (RLHF)",
          "url": "https://www.fatbikehero.com/p/aiglossary#rlhf"
        },
        {
          "@type": "ListItem",
          "position": 28,
          "name": "Fine-Tuning",
          "url": "https://www.fatbikehero.com/p/aiglossary#fine-tuning"
        },
        {
          "@type": "ListItem",
          "position": 29,
          "name": "Transfer Learning",
          "url": "https://www.fatbikehero.com/p/aiglossary#transfer-learning"
        },
        {
          "@type": "ListItem",
          "position": 30,
          "name": "Zero-Shot Learning",
          "url": "https://www.fatbikehero.com/p/aiglossary#zero-shot-learning"
        },
        {
          "@type": "ListItem",
          "position": 31,
          "name": "Classification",
          "url": "https://www.fatbikehero.com/p/aiglossary#classification"
        },
        {
          "@type": "ListItem",
          "position": 32,
          "name": "Accuracy",
          "url": "https://www.fatbikehero.com/p/aiglossary#accuracy"
        },
        {
          "@type": "ListItem",
          "position": 33,
          "name": "Precision",
          "url": "https://www.fatbikehero.com/p/aiglossary#precision"
        },
        {
          "@type": "ListItem",
          "position": 34,
          "name": "Recall",
          "url": "https://www.fatbikehero.com/p/aiglossary#recall"
        },
        {
          "@type": "ListItem",
          "position": 35,
          "name": "F1 Score",
          "url": "https://www.fatbikehero.com/p/aiglossary#f1-score"
        },
        {
          "@type": "ListItem",
          "position": 36,
          "name": "AUC",
          "url": "https://www.fatbikehero.com/p/aiglossary#auc"
        },
        {
          "@type": "ListItem",
          "position": 37,
          "name": "ROC Curve",
          "url": "https://www.fatbikehero.com/p/aiglossary#roc-curve"
        },
        {
          "@type": "ListItem",
          "position": 38,
          "name": "Calibration",
          "url": "https://www.fatbikehero.com/p/aiglossary#calibration"
        },
        {
          "@type": "ListItem",
          "position": 39,
          "name": "Feature",
          "url": "https://www.fatbikehero.com/p/aiglossary#feature"
        },
        {
          "@type": "ListItem",
          "position": 40,
          "name": "Feature Engineering",
          "url": "https://www.fatbikehero.com/p/aiglossary#feature-engineering"
        },
        {
          "@type": "ListItem",
          "position": 41,
          "name": "Normalization",
          "url": "https://www.fatbikehero.com/p/aiglossary#normalization"
        },
        {
          "@type": "ListItem",
          "position": 42,
          "name": "PCA",
          "url": "https://www.fatbikehero.com/p/aiglossary#pca"
        },
        {
          "@type": "ListItem",
          "position": 43,
          "name": "Bias (Ethics & Fairness)",
          "url": "https://www.fatbikehero.com/p/aiglossary#bias-ethics"
        },
        {
          "@type": "ListItem",
          "position": 44,
          "name": "Demographic Parity",
          "url": "https://www.fatbikehero.com/p/aiglossary#demographic-parity"
        },
        {
          "@type": "ListItem",
          "position": 45,
          "name": "Equalized Odds",
          "url": "https://www.fatbikehero.com/p/aiglossary#equalized-odds"
        },
        {
          "@type": "ListItem",
          "position": 46,
          "name": "Predictive Parity",
          "url": "https://www.fatbikehero.com/p/aiglossary#predictive-parity"
        },
        {
          "@type": "ListItem",
          "position": 47,
          "name": "Counterfactual Fairness",
          "url": "https://www.fatbikehero.com/p/aiglossary#counterfactual-fairness"
        },
        {
          "@type": "ListItem",
          "position": 48,
          "name": "Multimodal Model",
          "url": "https://www.fatbikehero.com/p/aiglossary#multimodal"
        },
        {
          "@type": "ListItem",
          "position": 49,
          "name": "Autoencoder",
          "url": "https://www.fatbikehero.com/p/aiglossary#autoencoder"
        },
        {
          "@type": "ListItem",
          "position": 50,
          "name": "Generative Adversarial Network (GAN)",
          "url": "https://www.fatbikehero.com/p/aiglossary#gan"
        },
        {
          "@type": "ListItem",
          "position": 51,
          "name": "Diffusion Model",
          "url": "https://www.fatbikehero.com/p/aiglossary#diffusion-model"
        },
        {
          "@type": "ListItem",
          "position": 52,
          "name": "Human API",
          "url": "https://www.fatbikehero.com/p/human-api"
        },
        {
          "@type": "ListItem",
          "position": 53,
          "name": "Semantic Exoskeleton",
          "url": "https://www.fatbikehero.com/p/semantic-exoskeleton"
        },
        {
          "@type": "ListItem",
          "position": 54,
          "name": "Semantic Erosion",
          "url": "https://www.fatbikehero.com/p/semantic-erosion"
        },
        {
          "@type": "ListItem",
          "position": 55,
          "name": "Authorship Stability",
          "url": "https://www.fatbikehero.com/p/authorship-stability"
        },
        {
          "@type": "ListItem",
          "position": 56,
          "name": "Metadata Expressionism",
          "url": "https://www.fatbikehero.com/p/metadata-expressionism"
        },
        {
          "@type": "ListItem",
          "position": 57,
          "name": "AI-Critical Art",
          "url": "https://www.fatbikehero.com/p/ai-critical-art"
        },
        {
          "@type": "ListItem",
          "position": 58,
          "name": "Human-Made Art",
          "url": "https://www.fatbikehero.com/p/universal-label-for-human-made-art"
        }
      ]
    },
    {
      "@type": "DefinedTermSet",
      "@id": "https://www.fatbikehero.com/p/aiglossary#definedtermset",
      "name": "AI & Machine Learning Glossary",
      "url": "https://www.fatbikehero.com/p/aiglossary",
      "inLanguage": "en"
    }
  ]
}

FatbikeHero