I. The Premise
Knowledge is not created by simply being published.
Careful and ongoing science, discovered and caveated with expertise, then shared.
We want to make you a better scientist, while also making science better.
II. The Argument
Every researcher is drowning in a literature that is growing faster than any human can read. The answer is not more search, and it is not another journal. The answer is a system that already knows what you are looking for — and a sophisticated community through which to decide what it means.
III. The Problem
The deluge is not only an individual discovery problem.
It is a relevance and judgment problem.
PubMed asks you to maintain keyword searches. Journal alerts flood the inbox. Google Scholar suggests tangents too infrequently and without connection. Lab Slack moves too fast to be a record, and stops where your lab stops. You miss what matters, or you spend half an hour every morning paying the triage tax. And when you do find the paper, nothing tells you what the people you respect made of it.
Your publication record already encodes what you care about. Curator reads it directly — the signal you've spent a career building underlies your feed. You and your communities combine to create a rich and complex feed worthy of your curiosity.
IV. The Method
Three layers. Then it just runs.
Read on your own. Form your view in private, with your lab. Then add it to what the field makes of the paper. Labs within labs. Journal Clubs across labs. A community of communities — the way science actually works.
- L1
A feed, every morning
Each day, a ranked digest — graded for relevance, freshness and methodological rigor, and lifted when a colleague you trust reacts.
- L2
Your lab, in private.
Forward a paper to your group. Argue it out in journal club. Score it together. What your lab says in its group stays in the group.
- L3
The Hive: what your community makes of it
Beyond ranking, interpretation. Your lab, your collaborators, your peers — the communities you trust — surface what each paper means, in plain English, with their names on it.
V. Side by side
What changes
Existing tools
The old shape of discovery.
- No reading of what experts in your field actually think — citations measure attention, not understanding.
- 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.
- Standing is a publication list and a citation count.
Curator
The new shape of discovery.
- The Hive synthesizes what experts in your community make of each paper.
- Your publications define your interests automatically.
- A living feed, ranked daily for you.
- Colleagues recommend papers directly into your feed.
- Quality and impact, scored by readers who know the field.
- A daily briefing tells you why each paper matters.
- Consensus and dissent can co‑exist.
- Standing is earned by what you contribute.
From the cohort
“Curator is the reading-companion every lab has wanted for fifteen years. We forward links to each other inside it now.”
Director — UCSF Immunology Lab
VI. Where Curator Lives
Curator is a platform built in phases to improve knowledge creation and scholarship. This year it does not seek to replace journals. It will never seek to replace preprint servers. It especially does not forget the value of the careful, accreted work of building scientific knowledge.
What it immediately replaces is the silence after publication — the gap between a paper landing and the community making sense of it. Citations measure attention, years after the fact. The Hive measures understanding — synthesized, attributed, updating now and in real time as you and your community weigh in. And the judgment you leave there counts: standing on Curator is earned by what you contribute.
Stop reading only what is published. Stop reading alone. Start curating.
Built for working scientists. Free while we are in private beta.