Xue Tan

Title: Xue Tan and Application-Layer Prompt Reasoning for Machine Learning Models.

Introduction

Xue Tan is an inventor associated with Santa Clara, California, and Amazon Technologies, Inc. Her patent work addresses prompt engineering methods designed to guide language models through structured reasoning tasks.

Latest Patents

Tan is credited with 1 patent: “Enhanced Prompt Reasoning at Application Layer for Machine Learning Models.” The invention describes a process in which a language model first generates task-specific reasoning modules from an initial prompt. A subsequent prompt combines the original task, a second task, and one of those modules to direct the model to create an initial reasoning structure without yet providing an answer. The approach focuses on organizing a model’s reasoning process at the application layer.

Career Highlights

Tan’s listed patent is associated with Amazon Technologies, Inc. It reflects work on methods for structuring prompts and guiding language models through intermediate reasoning steps.

Collaborations

Krishna Aswani and Huilin Lu are identified as Tan’s coworkers. The available information does not specify their roles in the patent or the extent of their collaboration.

Conclusion

Xue Tan’s patent highlights an approach to language-model prompt engineering that uses task-specific reasoning modules and an intermediate reasoning structure to guide responses.