Research & Learning
AI research and learning recipes
For anyone trying to understand a subject they cannot yet judge on their own: a long report, a contested claim, an unfamiliar field. Every recipe asks the model for sources you can open.
What you can get done
- A claim checked against dated, clickable sources
- A clear map of where sources disagree and why
- A long document compressed without losing the numbers
Be careful with
Language models state wrong things confidently and sometimes invent citations. Open at least two links yourself before you repeat anything.
New to this? Start with Fact-check a claim and produce a source table, then work outwards from its related recipes.
6 recipes in Research & Learning
Summarize a long PDF into a decision-ready briefing
Turn a dense report into a concise brief with traceable evidence, risks and next actions.
Recommended tool · Claude
Compare several sources and identify where they disagree
Map agreements, contradictions and evidence gaps without forcing a false consensus.
Recommended tool · Claude
Understand a difficult subject at beginner, intermediate and expert levels
Build a layered explanation that grows in depth without changing the underlying facts.
Recommended tool · ChatGPT
Fact-check a claim and produce a source table
Break a claim into checkable parts and document what reliable sources do and do not establish.
Recommended tool · Perplexity
Build a seven-day learning plan for an unfamiliar subject
Create a manageable sequence of study, practice and review around a concrete goal.
Recommended tool · Gemini
Turn study notes into flashcards and a self-test
Convert your own notes into retrieval practice that covers concepts, application and common errors.
Recommended tool · ChatGPT