AI for researchers

Triage research papers in seconds, not hours.

PaperPilot drops a Summarize button onto arxiv, PubMed, bioRxiv, and 11 more publishers. One click yields a structured summary (Problem, Approach, Results, Limits) without copy-pasting into a chat window.

Install for Chrome See how it works

Free, 5 summaries/monthNo card requiredWorks on 14 publishers

●arxiv.org/abs/1706.03762

Attention Is All You Need

Vaswani et al., 2017

PPSummary

Streaming

Problem

Recurrent sequence models can't parallelize across time, capping training throughput on long inputs.

Approach

A pure self-attention architecture. No recurrence, no convolution. Multi-head attention plus positional encoding.

Key Results

28.4 BLEU on WMT-14 EN-DE (+2.0 over prior best); trains 3.5× faster on 8 GPUs.

How it works

From paper to triage in three steps.

No new tab, no copy-paste, no PDF download. PaperPilot lives on the page you're already reading.

01 / OPEN

Open a paper

arxiv abstract, PubMed entry, journal article. Anywhere on the 14 supported publishers, the Summarize button appears in the corner.

02 / SUMMARIZE

Click Summarize

PaperPilot reads the page, extracts the paper text, and streams a structured summary into a sidebar. Cached papers return instantly.

03 / DECIDE

Decide in 30 seconds

Six sections (Problem, Approach, Key Results, Limitations, Related Work, Why It Matters) to triage faster than you could skim the abstract.

COVERAGE

Works on the sites you already read.

Fourteen publishers covering most of where research actually lives. Adding more weekly.

arxiv.orgbiorxiv.orgmedrxiv.orgpubmed.ncbi.nlm.nih.govnature.comscience.orgsciencedirect.comspringer.comwiley.complos.orgfrontiersin.orgmdpi.comacm.orgieee.org

Pricing

Free for the curious. Pro for the daily reader.

Cached summaries (papers someone else already requested) are always free, on every plan.

FREE

$0/ month

5 summaries per month
All 14 supported sites
Cached summaries are unlimited
Sign in with Google

No card required. Quota resets the 1st of each month.

RECOMMENDED

PRO

$9/ month, or $59 / year

Unlimited summaries
Higher-quality model output
Priority support
Cancel any time

Annual saves 46% vs monthly. Upgrade from the sidebar after the free quota.

Privacy

Researchers care about privacy. So do we.

We're building this to last. That means defaults researchers can audit and trust, not dark patterns.

01No model trainingPaper text is sent to our API only to generate a summary. We never train models on user content.

02No passwords or cardsGoogle handles sign-in. Stripe handles billing. We never touch either.

03IDs, not contentThe cache is keyed by canonical paper ID. Summaries derive from publicly available text.

04No third-party trackersNo ad pixels, no session replay, no fingerprinting. Ever.