When Safety Filters Abandon Users: Semantic Ambiguity as an Alignment Failure Abstract
# When Safety Filters Abandon Users: Semantic Ambiguity as an Alignment Failure ## Abstract Current AI crisis filters often prioritize keyword detection over contextual reasoning, leading to inappropriate escalation and loss of conversational context. In this post, I present reproducible evidence across multiple AI systems suggesting a common failure mode...
Dec 18, 20251