Unverified50% confidenceFactExact time
Single-relation attacks (ORA) make an AI agent reach a wrong conclusion by locating and constraining the implicit warrant in the reasoning chain, rather than by injecting false facts.
1
Sources
50%
Confidence
Long-term
Relevance
10/20/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedSingle-modality defense approaches easily fail in mobile agent scenarios because agents are designed to trust the consistency of multi-source information, and attackers precisely forge such consistency.73% similarUnverifiedMethods for systematically constraining generative AI hallucinations include stripping out deterministic calculations, anchoring facts with verifiable external data sources, filtering exaggerations through adversarial secondary review, and requiring human approval73% similarUnverifiedIf permission checks or secondary confirmation are performed only at the downstream action layer, they may fail to stop an agent whose intent has already been rewritten; detecting anomalies in multimodal information consistency early in reasoning may be a more effective entry point for defense.72% similarUnverifiedAI-native attacks bypass the implicit assumption of traditional detection and response frameworks—that there is a human actor behind the attack making interceptable decisions.71% similarUnverifiedCombining confidence with 'whether the field is empty' as a gating condition can intercept most AI misjudgments at the process level, handing uncertain cases over to humans.70% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1074745API
curl https://kongchang.com/api/v1/knowledge/claims/1074745MCP
get_claim(id=1074745)