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In this article

Browse the research library

Research

The research library

No forms, no gates, and every number carries the source it came from. Where a figure is somebody's forecast rather than a measurement, the page says so, which is exactly what makes the rest of the numbers worth your time.

Shelved volumes in a reading room
Every figure we publish carries the source it came from.

Published reports

In preparation

An original benchmark on enterprise documents

Three open-weight models tuned on invoices, filings, purchase orders, safety data sheets and mixed-script records, measured against a frontier model on accuracy and speed.

Ask us to send it when it lands

How we publish

The rules we hold ourselves to when we publish, and the reasoning behind each one.

Nothing sits behind a form.
Every report opens straight from the page, with no form and no follow-up call attached. A gated download collects throwaway addresses. An open one reaches the person who reads it properly and comes back when the question becomes real for them.
Every citation stays visible.
Every figure carries the source it came from, named and linked, so you can read the original rather than our summary of it. Where a source is a vendor writing about its own product, we say so.
A forecast is labelled as a forecast.
A prediction about next year is not a measurement of this one, and the two are labelled differently wherever they appear together. Where a figure is an estimate, the assumptions behind it are printed next to it.
Published as pages, not files.
Everything is an ordinary web page, so you can link somebody to one paragraph, quote it, search it, and find it again next year. Pages also let us correct an error in place and say plainly that we have.
We publish what the evidence says.
Our scaling research finds that for many workloads a hosted open-weight endpoint beats owning the hardware. It is well evidenced, so it is published as it stands, and it is the same advice you would get from us in a room.

Citation library

Every source the reports lean on, linked back to whoever published it. 39 of 41 keep a stable public copy. Where one does not, we say so rather than pointing you at somebody's mirror.

Links open on the publisher's own site

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