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The risks and limitations of AI in insurance

IBM Big Data Hub

In my previous post , I described the different capabilities of both discriminative and generative AI, and sketched a world of opportunities where AI changes the way that insurers and insured would interact. Usage risk—inaccuracy The performance of an AI system heavily depends on the data from which it learns.

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Generative AI use cases for the enterprise

IBM Big Data Hub

While advanced models can handle diverse data types, some excel at specific tasks, like text generation, information summary or image creation. The quality of outputs depends heavily on training data, adjusting the model’s parameters and prompt engineering, so responsible data sourcing and bias mitigation are crucial.

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Getting ready for artificial general intelligence with examples

IBM Big Data Hub

Achieving these feats is accomplished through a combination of sophisticated algorithms, natural language processing (NLP) and computer science principles. LLMs like ChatGPT are trained on massive amounts of text data, allowing them to recognize patterns and statistical relationships within language.

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Exploring the AI and data capabilities of watsonx

IBM Big Data Hub

With watsonx.ai, businesses can effectively train, validate, tune and deploy AI models with confidence and at scale across their enterprise. Each IBM-trained foundation model brings together cutting-edge innovations from IBM Research and the open research community. IBM watsonx.ai Subsequent watsonx.ai

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The Customer Journey Digital Transformation Workbook

Bill Schmarzo - Dell EMC

Figure 1: “Driving Business Strategies with Data Science: Big Data MBA” Because in our evolving world, successful digital transformation will be the difference whether a business survives or wilts in the modern economy. Customer Events could include planning a vacation, buying a house, or purchasing insurance.

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The Customer Journey Digital Transformation Workbook

Bill Schmarzo - Dell EMC

Figure 1: “Driving Business Strategies with Data Science: Big Data MBA” Because in our evolving world, successful digital transformation will be the difference whether a business survives or wilts in the modern economy. Customer Events could include planning a vacation, buying a house, or purchasing insurance.