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A recent report by Cloudfactory found that human annotators have an error rate between 7–80% when labeling data (depending on task difficulty and how much annotators are paid). Learn more about the data-centric AI techniques that power Cleanlab at our upcoming talk at ODSC East 2023.
The event was part of the chapter’s technical talk series 2023. The Technical Talk Series focuses on Technical Skills, bringing awareness about a technical topic, sharing knowledge, and ways to learn/enhance required skills, thus linking it to career development. We are hearing about NLP, LLMs, ChatGPT and Generative AI a lot !
Alex Ratner spoke with Douwe Keila, an author of the original paper about retrieval augmented generation (RAG) at Snorkel AI’s Enterprise LLM Summit in October 2023. Their conversation touched on the applications and misconceptions of RAG, the future of AI in the enterprise, and the roles of data and evaluation in improving AI systems.
Alex Ratner spoke with Douwe Keila, an author of the original paper about retrieval augmented generation (RAG) at Snorkel AI’s Enterprise LLM Summit in October 2023. Their conversation touched on the applications and misconceptions of RAG, the future of AI in the enterprise, and the roles of data and evaluation in improving AI systems.
Building and training foundation models Creating foundations models starts with cleandata. This includes building a process to integrate, cleanse, and catalog the full lifecycle of your AI data. A hybrid multicloud environment offers this, giving you choice and flexibility across your enterprise.
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