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Trustample

Notes from building Trustample

Engineering lessons, product decisions and what running an AI transcription platform in production actually teaches.

26 July 2026 · Anubhav Jain

Why We Use Arithmetic, Not AI, to Check Our AI

One nearly empty transcript taught us how AI fails silently. The simple arithmetic check we built so a wrong result never reaches a user.

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More reading while the blog grows

New posts are published here. In the meantime, our answer library covers the practical questions in depth.

How accurate is AI transcription?

Real numbers and what moves them

What does transcription cost?

AI and human pricing compared

How to translate audio to text

The two step workflow that works

Browse all answers or every transcription tool.

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