Resource Library
All learning materials organized by type and status.
What Is AI?
Notes on AI
video
Notes on AI
Clarifies what the term AI actually means and why it is often misunderstood.
Links to: 1 node
Why Generative AI Feels Different
Notes on AI
video
Notes on AI
Explains why generative AI represents a qualitative shift compared to previous software.
Links to: 1 node
How AI Thinks: Prediction
Notes on AI
video
Notes on AI
Introduces prediction as the core mental model behind modern AI systems.
Links to: 1 node
Why Generative AI Advanced All at Once
Notes on AI
video
Notes on AI
Explores why prediction at scale leads to rapid capability jumps.
Links to: 1 node
What Is a Model?
Notes on AI
video
Notes on AI
Explains what an AI model is and why it is not a database of facts.
Links to: 1 node
Training vs Using an AI Model
Notes on AI
video
Notes on AI
Clarifies the difference between training and inference.
Links to: 2 nodes
The Prompt Sandwich
Notes on AI
video
Notes on AI
Introduces prompting as part of a structured input stack.
Links to: 1 node
What Is a Completion?
Notes on AI
video
Notes on AI
Explains why model outputs are completions, not answers.
Links to: 1 node
AI vs Human Intelligence
Notes on AI
video
Planned
Notes on AI
Compares human understanding with AI pattern prediction.
Links to: 1 node
Tokens: The Hidden Unit of AI
Notes on AI
video
Planned
Notes on AI
Explains what tokens are and why they matter for cost and context.
Links to: 1 node
The Context Window Explained
Notes on AI
video
Planned
Notes on AI
Explains how much information a model can see at once and why it matters.
Links to: 1 node
What Is RAG?
Notes on AI
video
Planned
Notes on AI
Introduces Retrieval Augmented Generation as a system-level pattern.
Links to: 1 node
Hallucinations Explained
Notes on AI
video
Planned
Notes on AI
Explains why AI systems hallucinate and how to reduce the risk.
Links to: 1 node
What Is an AI Agent?
Notes on AI
video
Planned
Notes on AI
Introduces the concept of agents as loops over models, tools, and memory.
Links to: 1 node
Memory in AI Systems
Notes on AI
video
Planned
Notes on AI
Explains how AI systems store and retrieve information across interactions.
Links to: 1 node
The Cost of Using AI
Notes on AI
video
Planned
Notes on AI
Explains how token-based pricing works and why costs scale quickly.
Links to: 1 node
Privacy and AI
Notes on AI
video
Planned
Notes on AI
Explains what happens to your data when using AI systems.
Links to: 1 node