Unverified50% confidenceFactExact time
The Shieldstral model's system message is fixed as a single judgment instruction, the user message consists of three fields <Instruct>, <Query>, and <Document>, and the model card recommends asking only one yes/no policy question per call.
1
Sources
50%
Confidence
Long-term
Relevance
10/15/2026
First Seen
Sources
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Related Claims
UnverifiedExplicitly writing instructions such as "if uncertain, please say you don't know" into the system prompt is a method of explicitly constraining model behavior.69% similarUnverifiedThe System Prompt is used to inform the model of its own role positioning, reply style, and in which situations it should refuse to answer.69% similarUnverifiedThe generation chain uses the Pydantic model CitedAnswer to constrain the output structure, containing four fields: answer, citations, confidence, and needs_clarification.66% similarUnverifiedTraditional one-question-one-answer inference is a stateless service: each request carries the full context, the model performs one forward computation and returns the result, and the system does not need to retain any information between requests.63% similar
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