Research
Research

The method, and the benchmark we are building.

A claims-validation tool should hold itself to the same standard. Here is how the review works, and how it will be measured: method first, numbers when they exist.

How it works

Decompose, search, grade

Telotia breaks a document into atomic claims, matches each against the corpus you supplied, not the open web, and returns a graded verdict linked to its source.

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In progress

An open benchmark

An open benchmark, measuring how well Telotia separates supported claims from unsupported ones, is in progress. The method and results will be published here, including where it falls short.

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Why a corpus

Built on evidence you can check

The showcase runs on a fixed, trusted body of research that stands on its own, demonstrating the general capability: any document, any trusted corpus you choose.

See it run →