Krishna Aswani

Title: Krishna Aswani and Application-Layer Prompt Reasoning

Introduction

Krishna Aswani is an inventor based in Santa Clara, California, and is associated with Amazon Technologies, Inc. His patent work addresses prompt engineering for language models, with a focus on structuring task-specific reasoning.

Latest Patents

Aswani is named on 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 guide the model in generating an initial reasoning structure without yet providing a response.

Career Highlights

Aswani’s listed patent reflects work on methods and systems for guiding language-model reasoning through staged prompts. The approach separates the creation of reasoning modules from the generation of a structure for addressing a task.

Collaborations

The patent lists Huilin Lu and Pranav Shirish Patankar among Aswani’s coworkers.

Conclusion

Krishna Aswani’s patent contribution focuses on organizing language-model prompts into stages that support task-specific reasoning and response planning.