Speaker
Eugene Yan
2 sessions in this library.
- Using LLMs to Secure Source Code — Eugene Yan, Anthropic
This talk explores the application of Large Language Models (LLMs) in enhancing source code security. It delves into how LLMs can be leveraged to identify vulnerabilities, suggest secure coding practices, and potentially automate parts of the code review process, thereby improving the overall security posture of software development.
- Recsys Keynote: Improving Recommendation Systems & Search in the Age of LLMs - Eugene Yan, Amazon
This talk explores the integration of Large Language Models (LLMs) with recommendation systems and search functionalities. It proposes three key areas for advancement: semantic IDs to better represent item content and address cold-start problems, data augmentation using LLMs to improve data quality and scale for training, and unified models to streamline complex recommendation infrastructures.