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Galileo Launches LLM Studio for AI Adoption for the Enterprise in Venturebeat
Galileo, a San Francisco-based artificial intelligence startup, announced the launch of Galileo LLM Studio, a platform to diagnose and fix issues with large language models. The platform aims to help companies deploy natural language processing models into production faster by detecting “model hallucinations,” or incorrect predictions, and improving model accuracy.
In an exclusive interview with VentureBeat, Yash Sheth, co-founder of Galileo, explained the vision behind LLM Studio: “We truly believe that generative AI is poised to change the world. Enterprises, governments, and individuals can now finally interact with AI in ways that were not possible with predictive machine learning.”
The platform comes as demand for natural language processing has skyrocketed, with businesses eager to use models for applications like chatbots, intelligent search, and automated text generation. However, building and deploying these complex models remains challenging. According to Sheth, data scientists spend much of their time on “data cleaning,” fixing issues in datasets to improve model accuracy.
“Despite having the best talent, the best team, the best infrastructure, it took us months to launch one model into production,” said Sheth, reflecting on nearly a decade of working on machine learning at Google. “When we started looking outside, this was the status quo across the AI industry.” ... '
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