Company Filing History:
Years Active: 2025
Title: Innovations of Ali Fathi
Introduction
Ali Fathi is an accomplished inventor based in San Francisco, CA. He has made significant contributions to the field of natural language processing and artificial intelligence. With a total of 3 patents, his work focuses on reducing biases and enhancing the capabilities of large language models.
Latest Patents
One of his latest patents is titled "Controlled probabilistic sentence space expansion." This invention describes a method, system, and computer-readable medium aimed at reducing hallucinations in large language models. The process involves identifying input-output pairs, sampling them based on assigned probabilities, and generating queries to train a first large language model. This model is designed to convert input queries into machine-readable prompts for a second large language model.
Another notable patent is "Intelligent detection of bias within an artificial intelligence model." This system and method calculate bias directions and protected gradient scores for tokens in the input. By aggregating these scores, the model can determine a fairness indicator. If the fairness indicator falls below a certain threshold, the model is retrained or fine-tuned to reduce bias, ensuring a more equitable deployment of AI technologies.
Career Highlights
Throughout his career, Ali Fathi has worked with prominent organizations, including U.S. Bank Corporation and U.S. Bancorp, National Association. His experience in these institutions has allowed him to apply his innovative ideas in practical settings, contributing to advancements in financial technology and AI.
Collaborations
Ali has collaborated with notable individuals in his field, including Samuel A. Assefa and Samuel Atkins. These partnerships have fostered a creative environment that encourages the development of groundbreaking technologies.
Conclusion
Ali Fathi's contributions to the fields of natural language processing and artificial intelligence are noteworthy. His innovative patents and career achievements reflect his commitment to advancing technology while addressing critical issues such as bias in AI.