AI for Tutor

What AI actually is and why every education workflow is shifting.

• What Is Intelligence, Really? A Working Framework

  creators·baseline

  45 minOpen
• Math Helpers: When Your Phone Can Solve It

  explorers·connects foundational AI ideas to your field

  22 minOpen
• Language Practice: Actually Talking With Voice-Mode AI

  builders·connects foundational AI ideas to your field

  28 minOpen

Prompting patterns that hold up under the pressure of real work.

• The Five-Part Prompt: Role, Context, Examples, Constraints, Format

  builders·core prompting framework

  28 minOpen
• Few-Shot Prompting: Teach by Example

  builders·prompting pattern you'll reuse daily

  26 minOpen
• Anthropic's Prompt Engineering Patterns

  creators·prompting pattern you'll reuse daily

  38 minOpen
• Claude's XML Tag Superpower

  creators·prompting pattern you'll reuse daily

  32 minOpen

Khanmigo, Duolingo Max, Quizlet Q-Chat — which to use when.

• Using AI for Homework the Honest Way

  explorers·tool-specific walkthrough for your role

  18 minOpen
• When to Upgrade (And When Not To)

  creators·tool-specific walkthrough for your role

  32 minOpen
• Tool Switching — Why You Shouldn't Marry One Model

  creators·tool-specific walkthrough for your role

  35 minOpen
• Free-Tier Shootout: What You Can Do For $0

  builders·tool-specific walkthrough for your role

  26 minOpen

Automate the repetitive parts so your judgment is where it matters.

• biz2 contract review ai creators

  creators·automation pattern you can apply

  32 minOpen
• Claude Code CLI as an Agent Platform

  creators·automation pattern you can apply

  48 minOpen
• Computer Use API: Letting AI Click Through GUIs

  creators·automation pattern you can apply

  48 minOpen

Where AI still must not replace a human judgment call.

• RLHF to RLAIF: How Preference Learning Scaled

  creators·ethics / compliance issue for your field

  45 minOpen
• Sparse Autoencoders Explained

  creators·ethics / compliance issue for your field

  40 minOpen
• AI and Homework: Where Is the Honest Line?

  builders·ethics / compliance issue for your field

  25 minOpen

Tie it all together on something real.

• Capstone — Python CLI That Summarizes With Claude

  creators·capstone to tie it together

  60 minOpen
• The Three Ingredients: Data, Compute, Algorithms (Capstone)

  creators·capstone to tie it together

  55 minOpen