It's not the Language Model, it's the Tool: Deterministic Mediation for Scientific Workflows

ArXi:2605.13245v1 Announce Type: new Language models can produce convincing scientific analyses, but repeated generations on the same data do not guarantee the same result. A researcher may regenerate an identical query and receive a different fit, a different peak position or a different analysis procedure, without an obvious way to decide which output to trust. We propose typed mediation, a pattern in which the model orchestrates deterministic tools rather than generating analytical code.