Expired50% confidenceBenchmarkExact time
Question 7 required autonomously generating a panda knowledge dataset, fine-tuning the Gemma 2B model, and building a local Web UI; Qwen 3.8 Max passed perfectly with a full score.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/23/2026
First Seen
This claim has expired. It is kept for the record and no longer describes the current state.
Valid until: 10/21/2026(expired)
Sources
通义千问Qwen 3.8 Max实测:开源模型如何逼近顶级闭源水准
Related Claims
Partially VerifiedThe DataFrame concept in Pandas is directly borrowed from the R language.70% similarUnverifiedThe core data model of a knowledge graph is the triple (subject–predicate–object).60% similarUnverifiedThe GraphRAG architecture compensates for the limitations of pure vector retrieval by explicitly modeling character relationships and event causal chains through knowledge graphs.59% similarUnverifiedZhipu GLM ranks in the top tier across all three dimensions of code writing, agent collaboration, and Chinese language understanding.59% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/598715API
curl https://kongchang.com/api/v1/knowledge/claims/598715MCP
get_claim(id=598715)