I. The Premise
Your papers are your profile.
A daily feed of the literature that matters to you, built from what you've already published — not keywords you maintain.
II. Manifesto
Every researcher is drowning in a literature that is growing faster than any human can read. The answer is not more search.
The answer is a system that already knows what you are looking for.
III. The Problem
The deluge is not a discovery problem.
It is a relevance problem.
PubMed asks you to maintain keyword searches. Journal alerts flood the inbox. Google Scholar suggests tangents. Slack channels move too fast. Twitter is dead. You miss what matters, or you spend half an hour every morning paying the triage tax.
Your publication record already encodes what you care about. Curator reads it directly — no setup, no keywords to maintain, no filters to tune. The signal you've spent a career building becomes your feed.
IV. The Method
Five steps. Then it just runs.
- 01
Claim your work
Search your name on PubMed or paste in PMIDs and DOIs. Three papers is enough to start.
- 02
A semantic profile, not a keyword list
We embed the meaning of your abstracts. The model learns what you actually study, not just the words you use to describe it.
- 03
A feed, every morning
Each day, a ranked digest of new papers — graded for relevance, freshness, methodological rigor, and the company they keep.
- 04
A daily briefing in plain English
An AI-written letter that explains why each paper matters to your work specifically. Like a knowledgeable colleague who read everything for you.
- 05
Your network, surfacing what you would miss
When a colleague likes a paper, it lifts in your feed. Discovery becomes social again — without the noise.
V. Side by side
What changes
Existing tools
The old shape of discovery.
- You define the keywords; you maintain the alerts.
- Static results. Same query, same hits.
- No social layer.
- Quality signal stops at the journal masthead.
- Raw abstracts. No context, no synthesis.
Curator
The new shape of discovery.
- Your publications define your interests automatically.
- A living feed, ranked daily for you.
- Colleagues recommend papers directly into your feed.
- AI grades novelty and methodology — beyond impact factor.
- A daily briefing tells you why each paper matters.
Stop triaging.
Start reading.
Built for researchers who want signal, not noise. Free while we are in beta.