Unverified50% confidenceFactExact time
The probabilistic gate uses a decision-specific model to convert tool calls into approval probabilities, and then a three-way gate decides approval, rejection, or delay.
1
Sources
50%
Confidence
Long-term
Relevance
10/19/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe decision layer provides typed probabilistic decisions, each decision carrying its own uncertainty and escalation flag, and at runtime it can choose to hand off rather than guess when uncertain.77% similarVerifiedDecision models focus on answering yes/no judgments, multiple-choice questions, and probability-scored rating-type problems.74% similarUnverifiedThe system fuses the predicted probabilities of the two validators to produce the final factor determination result.72% similarUnverifiedThis design separates deterministic safety constraints from probabilistic model reasoning: the model is responsible for understanding the materials, extracting features, and generating an assessment opinion, while the final veto power rests in code logic that cannot be altered by prompts.72% similarUnverified护栏模型通常输出各风险类别的概率分布，开发者可根据业务需要设定不同阈值来平衡精确率与召回率72% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1070922API
curl https://kongchang.com/api/v1/knowledge/claims/1070922MCP
get_claim(id=1070922)