Unverified50% confidenceBenchmarkExact time
In a shuffled management hierarchy tracing test, the Jeff model gave the answer 'Eli' almost instantly with no visible reasoning process, but the correct answer was 'Gus'.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/4/2026
First Seen
Valid until: 1/2/2027
Sources
Related Entities
Related Claims
UnverifiedJeff is a fast decision-making model released by Anthropic, positioned as a System 1-style intuitive judgment model.62% similarVerified混合专家架构MoE通过稀疏激活机制，推理时只激活模型总参数的1/8至1/460% similarUnverifiedIf a human can answer correctly given the same retrieved chunks while the model cannot, the problem lies on the generation side (model capability, prompt engineering, or context organization).59% similarUnverifiedThe Adjudicated Query pattern externalizes judgment logic to a deterministic rules engine, thereby avoiding the problems of approximate matching in vector retrieval and the non-reproducibility of probabilistic sampling in LLMs.59% similarUnverifiedWhen a model can reproduce specific passages from its training data verbatim (the 'memorization' phenomenon), the 'transformative use' defense faces challenges.59% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/973496API
curl https://kongchang.com/api/v1/knowledge/claims/973496MCP
get_claim(id=973496)