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#robot hardware

5 stories · 1 in 7 days · 2 in 30 days
Data Agent 2EvoOntology 1MCP 1PrimeKG 1RAG 1industrial applications 1workflows 1agents 1
Stories, products and papers tagged "robot hardware", newest first.
Nov 11
Papers13:17
Chinese contentCLADE 论文：RAG 检索到粗粒度证据时，模型会过度猜测而非拒答

做 RAG 或知识问答的工程师值得看看这篇。它揭示了一个容易被忽视的坑：检索到的段落粒度偏粗时，模型不会拒答而是瞎猜，错误率约一半。简单加置信度过滤或换更大的模型都没用，论文给出了结合领域本体缓解此问题的路径，以及仍未解决的关键环节。

#RAG#robot hardware#PrimeKG
arXiv cs.AI@S M Rayeed et al. (3)Source
Nov 5
Sep 30
ModelsBuildersSelected10:41
EvoOntology for Data Agents

EvoOntology solves the critical challenge of semantic drift in data agents by creating a versioned, evolvable knowledge layer that accumulates evidence from real workloads. For developers working with heterogeneous data systems, this approach provides a practical method to maintain semantic accuracy without constant manual intervention or context window limitations.

#EvoOntology#Data Agent#MCP#semantic layer
shao__meng@shao__mengSource
Aug 24
Aug 3