Unverified50% confidenceDecision RuleExact time
The architectural principle given by WikiSkill is that the Wiki layer should be visible only to the skill-proposing agent and not to the execution agent.
1
Sources
50%
Confidence
Long-term
Relevance
8/31/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedWhen the execution agent has access to the Wiki layer, it directly retrieves answers, bypassing procedural skills, which leads to shortcut learning and contaminates the execution trajectories.76% similarUnverifiedAblation experiments showed that allowing the reasoning agent to read the Wiki layer during training leads to a drop in win rate66% similarUnverified所谓'AI平权'平的不是能力的权，而是工具获取的权，工具人人都能拿到但能否用好取决于使用者的学习投入56% similarUnverifiedThe AI agent that completed this vulnerability research did not know it was conducting security research; it simply followed instructions and called available tools, with the intent being assigned by the external researchers.56% similar
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