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reflection
5 min

Developing a vocabulary for thinking about AI

Terminology
Mental Models
Foundations
Tools:N/A

Foundational Concepts

LLM (Large Language Model)

Outputs of Neural Networks trained on extremely large amounts of data to understand and generate human-like text.

Context Window

The amount of text the AI model can consider at once when generating responses.

Hallucination

When AI generates information that appears plausible but is incorrect or fabricated.

Prompting Techniques

  • Chain of Thought: Guiding AI to explain reasoning step-by-step.
  • Few-shot Learning: Giving examples to improve performance.
  • Persona: Telling a model to act as an expert.

Mark Completion

Track your progress even without step-by-step tasks.