Unverified50% confidenceFactExact time
The BRaVeS framework encodes SME-defined constraints as invariant anchors, requiring them to remain visible and inviolable throughout the entire reasoning process.
1
Sources
50%
Confidence
Long-term
Relevance
10/8/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedOutlines pre-compiles constraints into an FSM before inference and performs an offline mapping between the tokenizer vocabulary and each state of the FSM; during inference, hard constraints are enforced by setting the logits of illegal tokens to negative infinity (logits masking).66% similarUnverifiedHard constraints in the decoding phase physically guarantee that outputs conform to predefined grammar or schemas by masking illegal vocabulary options during token generation (logit masking or structured sampling).61% similarUnverifiedOutlines, Guidance, and LMQL are representative implementation libraries for hard constraints in the decoding phase.60% similarUnverifiedLineart control is regarded as a "hard constraint" because it directly encodes contour and edge information that the model must align with during generation.59% similarUnverifiedProgrammable guardrails allow developers to customize interception logic using rules, regular expressions, semantic judgment, or even small models.59% similar
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