Unverified50% confidenceOpinionExact time
Chollet argues that true intelligence should be measured by skill-acquisition efficiency.
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50%
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Long-term
Relevance
9/1/2026
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UnverifiedSkillsBench data shows that manually written Skills perform best, while AI-generated Skills may even negatively impact performance.67% similarUnverifiedARC基准由Keras创始人François Chollet于2019年提出，其设计理念是真正的智能不是记忆事实而是以极少先验知识快速归纳新规则并泛化66% similarUnverifiedImproving the distinctiveness of Skill descriptions can increase the hit rate; the writing approach should shift from 'what this Skill is' to 'when to use it.'65% similarUnverifiedThe trigger mechanism of Skills draws on the retrieval approach from the RAG (Retrieval-Augmented Generation) architecture.64% similarUnverifiedSkill智能推荐通常依赖向量检索与语义匹配，将Skill能力描述通过Embedding模型转化为高维向量存入向量数据库64% similar
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