Unverified50% confidenceDecision RuleExact time
Before any probabilistic decision, the system first runs deterministic safety gates, and certain constraints must be hard-coded and non-negotiable.
1
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50%
Confidence
Long-term
Relevance
10/14/2026
First Seen
Sources
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Related Claims
UnverifiedA passing test under any fixed compute budget can only provide limited safety guarantees, because the discoverability of out-of-control behavior is positively correlated with compute.70% similarUnverifiedFor business scenarios with strict conditional constraints, pre-filtering is more reliable than post-filtering because it fundamentally eliminates the risk of an answer being generated from a non-compliant source.69% similarUnverifiedUsing code hooks for hard interception is more reliable than placing safety rules in prompts and relying on the model to self-enforce them, because the model can be bypassed or produce hallucinations.68% similarUnverifiedModel-layer security constraints (alignment training, system prompts, output filters) all face jailbreak risks, as carefully crafted prompts can bypass these constraints.68% similar
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