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Calibrated Answers About Randomized Trials From a 4-Billion-Parameter Open Model: A Registered Test and a License-Clean Release

Fiorillo v0.5 is an open model that answers typed questions with a probability for each answer. Its main specialist reads a randomized trial's article, cut to 6,144 tokens, and answers whether an intervention significantly increased, significantly decreased or did not significantly change an…

By Johann Emmanuel LiarXiv - cs.CL (NLP)

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Originally published by arXiv - cs.CL (NLP) on Oct 7, 2026.

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