The AI sentiment tool you're using right now probably gives different results on the same data depending on when you run it. Tellagence measured how inconsistent — and then solved it. Here's what the research found.

If you've ever wondered why AI summaries feel weirdly off, or why the same analysis run twice gives different results, the answer isn't the model. It's the data going in. Nitin Mayande, Tellagence's Chief Science Officer, breaks down the reliability problem at the core of AI text analysis and the framework his team published to solve it.