Early-adopter topics with LLMs

Insights for the top tier of AI practitioners

Topics

Advanced AI for practitioners

MCP

Model Context Protocol

A standardized way for AI models to securely access external tools, data, and services. Covers tooling, connectors, agent-style workflows, and structured context passing.

Top 5–10% of ChatGPT users
Prompt Engineering

Prompt Engineering

The practice of designing and refining inputs to guide AI models toward accurate, useful, and consistent outputs. Think in terms of workflows rather than isolated queries.

Top 2–5% globally
RAG

Retrieval-Augmented Generation

Combines information retrieval with text generation for grounded, accurate responses. The primary choice for ML engineers, startup builders, and research-oriented developers.

Top 10% of LLM users

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