LLMidas' Touch; Safely Adopting GenAI for Production Use Cases

December 05, 2024 59 min Free

Description

This presentation explores the challenges of adopting Generative AI (GenAI) in production use cases. It focuses on using language models to solve dynamic problems, addressing the dangers of "No-man's-prod," and providing insights into safe and successful adoption. The talk aims to equip engineers, product managers, and stakeholders with a roadmap for safely releasing their first GenAI applications to production. Key topics include prompt injection, hallucinations, SQL manipulations, and strategies for evaluating and mitigating risks associated with GenAI in production environments.