Tier 0: Core Concepts

📄️ Lesson 1: AI Buzzword Bingo

Basic terms you should familiarize yourself with

Emerging terms you need to know as AI progresses

Understanding GPT, LLMs, and how they work.

Three ways to improve LLM outputs: RAG, Fine-Tuning, and Prompt Engineering.

Understanding the difference between crafting a prompt and engineering the entire system context.

Bridging the semantic gap with vector embeddings and similarity search.

Understanding the difference between reactive generation and proactive agency.

From Monolithic Models to Compound AI Systems and Agents.

How AI agents allow collaboration through the A2A standard.

Exploring the Data-Wisdom pyramid, past misconceptions, and the future of AI limitations.