Transform insights with powerful analytics tools.
Transform insights with powerful analytics tools.
Overtone Analytics, LLC is an early-stage research and technology venture developing computational models to quantify and predict over-interpretation in biomedical communication. We leverage natural-language processing (NLP) and machine learning to quantify semantic exaggeration and map its evolution across the translational research pipeline.
In modern biomedical communication, linguistic framing can amplify perceived novelty or certainty beyond the data itself. This over-interpretation erodes credibility, misguides funding and regulatory priorities, and contributes to public skepticism. Yet no current system quantifies or predicts when and how scientific language diverges from evidence — so we’re building one.
We're inviting collaborators to explore how computational models can keep science honest and accelerate discovery.






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