Simonas Černiauskas
Dr.-Ing. Simonas Černiauskas is the founder and CTO of tisix.io, specializing in developing practical LLM solutions for media and publishers. With a doctorate from RWTH Aachen and experience as a principal researcher at Research Center Jülich, he combines deep technical expertise with hands-on implementation experience. His work focuses on multi-modal content generation and media processing. Drawing from his background in mechanical engineering, quality assurance and machine learning engineering, Simonas develops scalable AI solutions while maintaining a strong focus on quality assurance and risk management. He regularly shares insights through speaking engagements and technical publications, helping organizations navigate the complexities of AI implementation with practical, business-focused approaches.
Session
As publishers increasingly adopt AI agents for content generation and analysis, ensuring output quality and reliability becomes critical. This talk introduces a novel quality assurance framework built with DSPy that addresses the unique challenges of evaluating AI agents in publishing workflows. Using real-world examples from newsroom implementations, I will demonstrate how to design and implement systematic testing pipelines that verify factual accuracy, content consistency, and compliance with editorial standards. Attendees will learn practical techniques for building reliable agent evaluation systems that go beyond simple metrics to ensure AI-generated content meets professional publishing standards.