AI article
Same Patient, Conflicting Documents: Can AI Preserve the Evidence?
Community description: A synthetic experiment for Symptomato shows how an omitted source can hide a conflict, even when the final accepted value is correct.
Dev.to | Sep 30, 2026 | Sergei Parfenov
Automated excerpt
I defined a source contract before running the models. Every retained assertion is checked against its supporting source, including subject, event time, value, uncertainty and correction relationships. All six Luna ledger failures and all eleven Sol ledger failures involved missing assertions.
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