AI Reliability Beyond the Model | Full Panel with Mithril, Solvvy & Turing

AI models keep getting more powerful. But can businesses trust them to give the right answer, every time? In this full panel from the MantisGrid AI Hackathon & Summit 2026, leaders from Mithril, Solvvy, and Turing talk about what comes next for AI, where today's models still fall short, why enterprises are moving from a capability mindset to a reliability mindset, how cheaper compute can make AI safer, and what problems will still be open five years from now. Panelists • Jared Quincy Davis, Founder & CEO, Mithril • Mahesh Ram, Founder & CEO, Solvvy • Vijay Krishnan, Founder & CTO, Turing.com Moderator • Randolph Chung, Co-Founder & CTO, MantisGrid AI