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Jeff
Chapman
Field CTO
Vectara
eff Chapman is an experienced technology leader and AI expert, currently the Field CTO at Vectara, where he helps enterprises deploy Generative AI solutions. With Vectara’s serverless Retrieval-Augmented Generation (RAG)-as-a-Service, Jeff focuses on enabling organizations to build secure, scalable AI-powered assistants that leverage their data for accurate and explainable insights. Before Vectara, Jeff held technology leadership roles at UBS, ING, and Capital One, where he led AI and technology innovations across global banking operations. A UCLA graduate in Computer Science, he has a strong background in AI, data architecture, and enterprise solutions.
17 October 2024 14:30 - 15:00
Stop enterprise hallucinations: How RAG can be your best defense...
Many sources cite that one of the biggest areas preventing many enterprise companies from deploying generative AI is hallucinations. Mitigating the risks of hallucinations is the critical capability needed to turn generative answers into generative actions. Even the best models experience anywhere from 1% - 4% hallucination rate and these problems just multiply with scale. Vectara’s Hughes Hallucination Evaluation Model (HHEM) has exceeded 2 million downloads since its launch in November 2023. The integration of HHEM into Vectara's RAG platform, in the form of the Factual Consistency Score, has enabled developers to increase the trust and reliability of their GenAI applications. Vectara establishes a new standard in the industry for ensuring accuracy and reliability in generated text for developers and researchers.