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Monday Morning Data Chat
#152 - Dave McComb - Knowledge Graphs, Semantics, and More
Nov 20, 2023
01:02:17
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Dave McComb, pioneer in knowledge graphs and semantics, discusses topics such as querying knowledge graphs, AI boom, waves of innovation, transitioning to semantic fashion, importance of ontology building, transparency in publicly traded companies, and flight preferences.
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Quick takeaways
- Combining large language models (LLMs) with knowledge graphs can enhance capabilities in various fields by leveraging the strengths of each.
- The AI boom in the tech industry follows a pattern of hype, disillusionment, and enlightenment, indicating progress and maturity.
Deep dives
The importance of knowledge graphs and LLMs
Knowledge graphs and large language models (LLMs) are not fads but rather complementary to each other. LLMs are clever but can hallucinate and pose security risks, while knowledge graphs provide a non-probabilistic definitive statement of the best truth known. By combining the two, LLMs can be used to query knowledge graphs, and knowledge graphs can fact-check LLMs. This combination offers promising capabilities in various fields.
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