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IBM

Expo Demonstration

Moving beyond chat: Enabling LLMs with intrinsic functions that give fine-grained control in application development

Luis Lastras · Kristjan Greenewald · Nathalie Baracaldo


Abstract:

We aim to reframe how developers create LLM applications. Instead of iterating on verbose, complex prompts to achieve a desired complex behavior, we break down complex tasks into a series of standard computing elements that can be called by a developer in programmatic way. In this demonstration we will explore how leveraging a LLM trained with key intrinsic functions such as hallucination detection, uncertainty quantification, and topic scoping, could unlock a new way of building and working with LLMs.

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