Unverified50% confidenceFactExact time
Reasoning hijacking refers to an attacker tampering with intermediate goals or premises in the agent's reasoning process so that the model 'believes' it is executing a reasonable plan; the final action itself may be fully compliant, with the anomaly appearing only early in the reasoning trace.
1
Sources
50%
Confidence
Long-term
Relevance
10/19/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedCapturing the agent's reasoning trace can serve as direct evidence of security policy effectiveness; if the model explicitly states that its reason for refusal is security-related, it indicates the policy is working.79% similarUnverifiedExplainability can be exploited adversarially — once an adversary understands the model's decision logic, they can design evasion strategies.78% similarUnverified策略漂移指目标和状态认知正确但Agent解决问题的方法逐渐退化，反映模型缺乏有效的元认知和自我纠偏机制77% similarUnverifiedThere is as yet no mature industrial-grade solution for reusing reasoning traces, because the validity of reasoning steps is strongly dependent on the context and assumptions established by preceding steps.75% similarUnverifiedFrontier reasoning models can reverse an opponent's adversarial bad suggestions into offensive weapons, while smaller models do not possess this counter-exploitation capability.74% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1069462API
curl https://kongchang.com/api/v1/knowledge/claims/1069462MCP
get_claim(id=1069462)