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ResearchFormerly WizWand

Moderation Detection of Reasoning Chains on HotpotQA

100Moderation Guard Rate (OpenAI)Naive
-4235077Jul 1, 2026
Updated 4mo ago

Evaluation results

MethodLinks
NaiveAgent Framework=ReAct, LLM Backbone=Qwen2026.07100
IgnoreAgent Framework=ReAct, LLM Backbone=Qwen2026.07100
CombinedAgent Framework=ReAct, LLM Backbone=Qwen2026.07100
PARADOXAgent Framework=ReAct, LLM Backbone=Qwen2026.0793
PoisonedRAGAgent Framework=ReAct, LLM Backbone=Qwen2026.0791.9
PARADOXAgent Framework=WebThinker, LLM Backbone=QwQ2026.0772.8
PoisonedRAGAgent Framework=WebThinker, LLM Backbone=QwQ2026.0745.2
NaiveAgent Framework=WebThinker, LLM Backbone=QwQ2026.0730.2
CombinedAgent Framework=WebThinker, LLM Backbone=QwQ2026.0718.3
IgnoreAgent Framework=WebThinker, LLM Backbone=QwQ2026.0712.5
KidnapRAGAgent Framework=WebThinker, LLM Backbone=QwQ2026.074.2
KidnapRAGAgent Framework=ReAct, LLM Backbone=Qwen2026.070