Zotpaper membership
The news is free. Membership is everything underneath it.
Every research paper we write up, and the desk's reading of where each line of work is going. The voices around a story in full. And Zotpaper inside Claude, ChatGPT and the other AI tools you already use.
Annual
Founding readerA$50A$40 / year
Works out at A$3.33 a month. Prices in AUD, GST included. Terms.
A$40 a year for as long as you stay subscribed. 200 of 200 founding places left. The offer closes .
Starts with 14 days free if you have not subscribed before. Cancel in the trial and you pay nothing.
What you get
Every news story stays free for everyone, with its sources and the check of its claims. Membership pays for the work underneath.
| Feature | Free | Member |
|---|---|---|
| News | ||
| The front page and every storyWorld, tech, business and science, and the news where you are, through the day. | Yes | Yes |
| The sources behind each story, and the check of its claimsWhich outlets it was written from, and how many of its claims match them. | Yes | Yes |
| The Daily Edition and the Research Digest by email | Yes | Yes |
| Research | ||
| The research front page and every thread81 lines of work, each with every paper filed under it. | Yes | Yes |
| Research papersOur account of each paper, from 2,081 written up so far. | 3 a week, signed in | Every one |
| The paper's full recordIts claims, the benchmark results it reports, the code it released, the drawn paper sheet and citations. | On your 3 a week | Every paper |
| Each thread's synthesisThe desk's running reading of how the papers fit together. | No | Yes |
| Voices | ||
| From the sourceWhat the company or lab itself said, under the story. | Yes | Yes |
| Reactions to a storyWhat the researchers and builders the desk follows said about it. | The first two | All of them |
| SignalThe day's conversations among the people building AI. | The first one | Every one |
| The Voices archive | The last day | All of it |
| In your AI toolsNew | ||
| Zotpaper in Claude, ChatGPT and other AI appsAdd it as a connector and sign in with your Zotpaper account. | No | Yes |
| Your own API keysFor Claude Code, Cursor and your own code. 2,000 calls a day. | No | Yes |
In your AI tools
Ask your assistant. It reads Zotpaper.
Connect Zotpaper to Claude or ChatGPT and ask about the news and research the way you would ask a colleague who reads everything. Answers come with links back to the stories and papers.
Research questions are where it shines: every benchmark result reported across the papers we have read, what each line of work has found, which papers released their code.
- Claude and ChatGPT
- Add a connector with zot.news/mcp and sign in. About a minute.
- Claude Code, Cursor
- Make a key on your account page and paste one line.
- Your own code
- A documented API with an OpenAPI description.
Who has the best reported GSM8K score, and did they release code?
Zotpaper: benchmark (GSM8K)
Across 34 papers reporting GSM8K, the highest reported accuracy:
- 95.4% Projecting wayward reasoning steps back into a focused latent region cuts token use and boosts accuracy, no code released
- 94.92% Mixed-granularity agent graphs improve collaboration across varied tasks, no code released
- 94.92% A model can become its own stronger teacher by looping selected layers, no code released
As each paper reports it, not reproduced.
The fine print
Cancelling
Cancelling stops the next payment and leaves the rest of the period you have paid for intact.
On your phone
Membership works in the Zotpaper apps too. Join there through the App Store or Google Play, or here, and sign in with the same account.
What we record
Which research papers you open, because the weekly allowance cannot work otherwise. That is the whole of it, and the privacy page says so in full.
API and MCP terms
For your own use and your team's. No republishing or reselling. The terms have the rest.