Evidence-backed workflow lab
Source-grounded AI study workflows for PDFs, notes, and exams.
Practical AI Workflows is currently focused on three public pillar guides: NotebookLM vs ChatGPT for PDFs, source-trail study workflows, and retrieval-practice prompts. We pulled weaker launch-cluster pages out of the index until they have real tests, screenshots, and useful assets.
Public pillar workflows
AI Study Workflows
NotebookLM vs ChatGPT for Studying PDFs: Which One Should You Use?
Status: published
AI Study Workflows
How to Use NotebookLM to Study a PDF Without Losing the Source Trail
Status: published
Start with templates
PDF-to-Study-Guide Workflow Checklist
Use source-grounded notes and AI explanations without losing verification.
Source Map First
Before summarizing, map claims back to PDF sections so the AI output stays auditable.
Retrieval Practice Prompt
Turn verified notes into quizzes, confusing-pair drills, and missed-question repair steps.