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Spending on vertical AI has increased 12x , this year, as more businesses recognize the improvements in data processing costs and accuracy that can be achieved with specialized LLMs. Our LLM was built on EXLs 25 years of experience in the insurance industry and was trained on more than a decade of proprietary claims-related data.
Clean and prep your data for private LLMs Generative AI capabilities will increase the importance and value of an enterprise’s unstructureddata, including documents, videos, and content stored in learning management systems. First, CIOs should evaluate how ChatGPT and other generative AIs impact coding and software development.
Insurance company Aflac is one company making sure this is the case to maintain human oversight over the AI, instead of letting it act completely autonomously. But multiagent AI systems are still in the experimental stages, or used in very limited ways. “That’s the most difficult thing,” he says.
Sample and treatment history data is mostly structured, using analytics engines that use well-known, standard SQL. Interview notes, patient information, and treatment history is a mixed set of semi-structured and unstructureddata, often only accessed using proprietary, or less known, techniques and languages.
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