Abstract
This document describes a multimodal AI-based solver that is usable to perform various tasks related to mathematical calculations within a user’s context. The solver helps users understand quantifiable problems in their current context and assists in obtaining solutions and making sense of them. The solver also helps users take action on these solutions. The solver user interface is provided within the user's current task context. The solver is implemented using a large language model (LLM) as its backend. This improves the user experience of performing calculations, taking actions based on those calculations, and interpreting numbers in real-world context,
Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 License.
Recommended Citation
Kuang, Cliff; Wu, Yangfen; and Tsai, Kelly, "Multimodal Artificial Intelligence Based Solver", Technical Disclosure Commons, (October 31, 2025)
https://www.tdcommons.org/dpubs_series/8815