Linoy Cohen

Title: Linoy Cohen: Innovator in Generative AI Technologies

Introduction

Linoy Cohen is a prominent inventor based in New York City, NY (US). She has made significant contributions to the field of generative artificial intelligence, holding a total of 3 patents. Her work focuses on optimizing machine learning systems to enhance reasoning and event detection capabilities.

Latest Patents

Cohen's latest patents include a "Hierarchical generative AI system and method utilizing logit-based reasoning transfer between models." This patent describes optimized generative machine learning systems that utilize multiple sets of hidden decoder layers. The first set of decoder layers generates reasoning steps, while the second set generates response tokens based on those steps. Each decoder layer comprises neurons organized in an array, connected through synaptic circuitry.

Another notable patent is "Retrieval augmented generation guided automated event detection using machine learning models." This invention involves automated event detection through the creation of directed graphs for interactive sessions. The embeddings of these graphs are stored in a vector database, allowing for efficient retrieval and comparison based on input sessions.

Career Highlights

Linoy Cohen is currently employed at Intuit, Inc., where she continues to innovate in the field of AI. Her work has garnered attention for its potential applications in various industries, particularly in enhancing user interactions through advanced machine learning techniques.

Collaborations

Cohen collaborates with talented individuals such as Shai Ardazi and Itamar Sasson, contributing to a dynamic work environment that fosters innovation and creativity.

Conclusion

Linoy Cohen is a trailblazer in the realm of generative AI, with her patents reflecting her commitment to advancing technology. Her contributions are paving the way for future innovations in machine learning and artificial intelligence.