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Paperlayer

Paperlayer is a web-based AI reading aid for research papers, placing summaries and margin notes alongside a paper with links to evidence in its original PDF.

Place
#18 of 24
Score
6.5
Paperlayer's website

What Paperlayer is

Paperlayer is a web-based AI reading aid for research papers, placing summaries and margin notes alongside a paper with links to evidence in its original PDF. Readers can find public arXiv papers by title or author, enter an arXiv ID, or paste a link. Summaries address a paper's problem, method, results, and caveats. The reader highlights claims, methods, results, problems, and caveats, with a setting to adjust highlight density. Margin notes explain terms, equations, and figures in context. Summaries and notes are available in Korean, Japanese, Chinese, Spanish, French, and German; J and K keys navigate through a paper. Paper chat is marked “Soon.” The current public demo does not accept private or unpublished document uploads, and no purchase or paid subscription is offered. Paperlayer cautions that AI output and evidence links may be inaccurate, so important details should be checked against the paper. For live AI processing, it says public paper and request content are sent to OpenAI over an encrypted connection without intentionally including account, cookie, or anonymous identifiers.

Good

  • Summaries cover problem, method, results, and caveats.
  • Highlights link points to evidence in the paper.
  • Notes explain terms, equations, and figures in context.
  • Summaries and notes support six listed languages.
  • J and K keys navigate through a paper.

Watch out

  • The demo covers public arXiv papers only.
  • Private and unpublished documents cannot be uploaded.
  • Paper chat is marked “Soon.”
  • AI output and evidence links may be inaccurate.

Who it suits

Paperlayer suits readers working with public arXiv papers who want summaries and contextual notes. It is not for private or unpublished document uploads.

Verdict

Paperlayer offers an evidence-linked reading layer for public arXiv papers, with multilingual notes and navigation. Treat its AI output as a reading aid and verify important details in the original paper.

Plans and prices

From Paperlayer's own pricing page, checked 9 Oct 2026.

All about pricing
PlanPriceWhat it gives you
Public demoFreePublic arXiv papers · No private or unpublished document uploads · No purchase or paid subscription

The facts

Each one read from Paperlayer's own pages, with the date it was checked.

What it does

AI caveat
The maker cautions that AI reading aids can be wrong and instructs users to verify important details in the original paper.checked 4 Oct 2026
AI chat
The homepage labels paper chat as “Soon”; the terms say that if chat is available, it should be used only for questions about public papers.checked 9 Oct 2026
AI limitations
Paperlayer says AI output and automatically selected evidence may be inaccurate or incorrectly linked, and advises checking important content in the original paper.checked 9 Oct 2026
AI processing and privacy
For live AI operations, Paperlayer sends public paper and request content to OpenAI over an encrypted connection and says account, cookie, and anonymous identifiers are not included.checked 9 Oct 2026
Current availability
The terms describe Paperlayer as a public demo with no purchase, paid subscription, or refundable transaction currently offered.checked 4 Oct 2026
Highlights
Highlights are grouped into claims, methods, results, problems, and caveats, and readers can adjust their density.checked 9 Oct 2026
Integrations
Paperlayer fetches verified, version-pinned arXiv PDFs from arXiv; Google sign-in is optional for syncing saved papers and reading preferences across devices.checked 9 Oct 2026
Keyboard access
The reader supports J and K keyboard navigation through a paper.checked 4 Oct 2026
Limits
The current demo covers public arXiv papers and does not accept private or unpublished document uploads.checked 4 Oct 2026
Margin notes
Margin notes define terms, explain equations, and describe figures in context beside the paper.checked 9 Oct 2026
Paper discovery
Readers can search by paper title or author, or paste an arXiv link to open a paper.checked 9 Oct 2026
Privacy and processing
For live AI processing, Paperlayer says it sends public paper content and request content to OpenAI over an encrypted connection, without intentionally including account, cookie, or anonymous identifiers.checked 4 Oct 2026
Purpose
Paperlayer describes itself as an AI reading layer for research papers, with summaries and margin notes linked to supporting passages in the original PDF.checked 9 Oct 2026
Security
The privacy policy lists HTTPS transport encryption, secure cookie settings, signed anonymous identifiers with secret rotation, access controls, and request-rate limits as safeguards.checked 9 Oct 2026
Summaries
Summaries cover a paper’s problem, method, results, takeaways, and limitations, with points linked to supporting evidence.checked 9 Oct 2026
Support
The terms list [email protected] for contact, including privacy requests and questions.checked 9 Oct 2026
Supported content
The current demo covers public arXiv papers and does not accept private or unpublished document uploads.checked 9 Oct 2026
Translations
The reader lists Korean, Japanese, Chinese, Spanish, French, and German as available reading languages.checked 9 Oct 2026

Money

Planned feature
Paper chat is labeled “Soon” on the site.checked 4 Oct 2026

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