Do You Trust Your AI?

Do You Trust Your AI? Large language models sound confident even when they get the facts wrong. If you’ve ever caught yourself believing an AI output a little too quickly, this evening is for you. Join the Beyond the Vibes Community at SGInnovate for an interactive session breaking down what happens beneath the surface of confident model outputs, how trust is evaluated, and when you should double-check your tools. What We’ll Cover The Hallucination Trap: Why LLMs generate persuasive prose even when factually incorrect. Evaluating AI Agents: How developers and researchers measure reliability, drift, and calibration. Trust Frameworks: Practical methods to determine when to automate and when to require human review. Interactive Q&A: An open floor to discuss failure modes and edge cases from daily workflows. Agenda 6:30 PM – 7:00 PM: Registration & Networking 7:00 PM – 7:10 PM: Opening Remarks by SGInnovate & Beyond the Vibes Community 7:10 PM – 7:50 PM: Session 1: Logging, Processing, and Judging AI Agents 7:50 PM – 8:00 PM: Short Break 8:00 PM – 8:40 PM: Session 2: LLM-as-a-Judge Is Lying To You 8:40 PM – 9:00 PM: Closing & Networking Featured Speakers Wei-Fong Hsia — Developer Advocate, Google Cloud Focus: Cloud Data Architectures, Generative AI & Developer Tools Su Myat Noe — AI Research Scientist, National Institute of Informatics, Tokyo Focus: AI Model Safety and Evaluation About the Venue Sponsor SGInnovate is a Deep Tech ecosystem builder and investor, backed by the Singapore Government. Our expertise and approach combines investments, talent development and community-building to catalyse the translation of emerging technologies into tomorrow’s opportunities. Through our flagship Deep Tech Central platform, we connect individuals, founders and companies to specialised resources and opportunities across all technological domains and stages of growth. Our portfolio of emerging tech startups comprises some of the most promising companies leading the commercialisation of research developed from Singapore’s RIE ecosystem. Connect with us at www.sginnovate.com.