What Does an Ontology Catch? Curated, LLM-Generated and Data-Derived Ontologies as Checkers of LLM Agents over Knowledge Graphs
arXiv:2610.37809v1 Announce Type: new Abstract: LLM agents that answer questions over Web knowledge graphs are increasingly wrapped in checks derived from the graph's ontology, on the assumption that a formal schema makes a reliable judge. Yet a checker can be wrong as well: it…
AI Summary & Key Takeaways
- arXiv:2610.37809v1 Announce Type: new Abstract: LLM agents that answer questions over Web knowledge graphs are increasingly wrapped in checks derived from the graph's ontology, on the assumption that a formal schema makes a reliable judge
- Yet a checker can be wrong as well: it…
What Does an Ontology Catch? Curated, LLM-Generated and Data-Derived Ontologies as Checkers of LLM Agents over Knowledge Graphs
Related stories
OpenAI Claims It Just Did The Impossible
❤️ Check out Lambda here and sign up for their GPU Cloud: https://lambda.ai/papers 📝 OpenAI's paper is available here: https://github.com/openai/math/blob/main/preprints/The-Exponential-Time-Hypothesis-is-False-October-25-2026/paper.pdf Our paper with the cherry splash ray…
How Gen uses ChatGPT Work to turn data Into decisions | OpenAI
“Before ChatGPT Work, we were walking. Now with ChatGPT Work, we are running.” For Gen's Howie Xu, that means understanding how a new product’s onboarding experience is working within two or three hours of release. Finding answers used to mean repeated handoffs across teams,…
How Gen uses ChatGPT Work to turn data Into decisions | OpenAI
“Before ChatGPT Work, we were walking. Now with ChatGPT Work, we are running.” For Gen's Howie Xu, that means understanding how a new product’s onboarding experience is working within two or three hours of release. Finding answers used to mean repeated handoffs across teams,…
Neuralink showed how their patient launches an AI agent with a mental command
Neuralink showed how their patient launches an AI agent with a mental command. The company talked about 3 days when its engineers spent the home of a study participant who was recovering speech from ALS. During this time, they collected several functions that make communication through the implant...