Use case · 2 minutes per paper

How to turn a 50-page research paper into clean study notes

Hierarchical bullets, key definitions, equations highlighted — your own personal cliff notes in 2 minutes.

For: Grad students, exam prep, professionals reading new papers in their field
STEP BY STEP

The workflow

1
Pick the 'Study Notes' summary format
Drop in the paper. Choose Study Notes (not Executive Summary) — the format produces hierarchical bullets with definitions called out, examples preserved, and section structure intact.
Open Summarize PDF
2
Drill into specific sections
Use Chat with PDF to ask 'what was the sample size?' or 'how did they define the dependent variable?' Citations point you to the exact page when you need to verify.
Open Chat with PDF
3
Generate flashcards for review
Run the Flashcards format on the paper. You get spaced-repetition-ready Q&A pairs covering the key concepts, methods, and findings. Import into Anki or your study tool of choice.
Open Summarize PDF
WHY IT MATTERS

The case for doing this

Nobody reads every word of every paper they cite. The skim-pattern is real, and it works — until you need to teach the material, write a literature review, or pass a comp exam on it. Study notes bridge skim and depth: they capture the structure and key claims so you can re-load context fast without rereading. For a literature review across 30 papers, this is the difference between a week and a month.

COMMON MISTAKES

What to avoid

Trusting summaries on factual claims
Models sometimes paraphrase numbers slightly. For specific claims (effect sizes, p-values, sample sizes), verify against the paper.
Skipping methodology
If the summary glosses methodology, ask Chat with PDF directly: 'what statistical test was used?' 'how was the control group selected?' Methodology questions reveal whether the conclusions actually hold.
Treating AI notes as your notes
The notes are a scaffold. Add your own annotations — what surprised you, what links to other papers, what you'd argue with. AI generates structure; you generate insight.
TIPS FOR THE BEST RESULTS

What works

Use bibliography extraction
The extract-citations tool pulls every reference into BibTeX. Pair with summaries to build a literature review database.
Compare related papers
Run AI Compare on two papers in the same area. It surfaces the methodological differences that might explain conflicting results.
Keep summaries alongside the source
Save 'paper.pdf' and 'paper-notes.md' together in your reference manager. Future you searches notes; finds the paper.
FAQ

Questions about this workflow

Roughly 1 page of notes per 10 pages of paper, hierarchical. Adjustable in the Options panel — pick 'concise' for shorter, 'thorough' for longer.

Try the workflow on a real PDF

Free tools run in your browser. No signup, no watermarks.

Start with step 1
Customize