LLMidas' Touch; Safely Adopting GenAI for Production Use Cases
December 05, 2024
59 min
Free
prompt-injection
hallucinations
generative-ai
genai
llm
large-language-models
mlops
production-ml
rag
ai-security
data-governance
ai-ethics
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.