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build deploy The Register October 15, 2026

Jev and other decision models can still be tricked with prompt injection

Jev and other decision models can still be tricked with prompt injection
AI Summary

Some of the excitement about decision models follows from TypeSafe AI's claim that its Jev decision model cannot hallucinate and that "the model never makes type errors." Yet decision models, which answer questions with a set of probabilities and a confidence score rather than freeform text, can still get things wrong and can still be exploited through indirect prompt injection. These vulnerabilities don't erase the potential cost and performance advantages of a model that returns decision proba

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