AI for Instructional Designer

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

• What Is Intelligence, Really? A Working Framework

  creators·baseline

  45 minOpen
• Using Claude or Perplexity to Read a Paper

  builders·connects foundational AI ideas to your field

  25 minOpen
• Transfer Learning

  creators·connects foundational AI ideas to your field

  35 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
• Claude's XML Tag Superpower

  creators·prompting pattern you'll reuse daily

  32 minOpen
• Anthropic's Prompt Engineering Patterns

  creators·prompting pattern you'll reuse daily

  38 minOpen
• Multi-Turn Reasoning: Agents That Think Across Steps

  creators·prompting pattern you'll reuse daily

  40 minOpen

Articulate AI Assistant, Synthesia, Sana Labs — which to use when.

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

  builders·tool-specific walkthrough for your role

  26 minOpen
• Building a Personal AI Stack for School and Career

  creators·tool-specific walkthrough for your role

  38 minOpen
• Projects and Spaces — Persistent Context Is the Future

  creators·tool-specific walkthrough for your role

  40 minOpen
• business seo ai search era creators

  creators·tool-specific walkthrough for your role

  45 minOpen

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

• biz2 seo llm era creators

  creators·automation pattern you can apply

  30 minOpen
• 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

Where AI still must not replace a human judgment call.

• Alignment Faking: When Models Pretend

  creators·ethics / compliance issue for your field

  42 minOpen
• RLHF to RLAIF: How Preference Learning Scaled

  creators·ethics / compliance issue for your field

  45 minOpen
• Creative Rights: Artists, Writers, Musicians vs. Generative AI

  creators·ethics / compliance issue for your field

  45 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