How AI Systems Break at Scale and Why Memory Matters | CreateOS Lounge

CreateOS Lounge is where we host open conversations around the ideas, shifts, and questions that do not fit into standard announcements. In this session, we will be joined by the team behind Vectorize to explore why many AI systems work in demos but fail as they scale, and what is missing in today’s stack. We will unpack the limitations of current RAG pipelines, the role of memory in agentic systems, and how tools like Hindsight help teams move from early prototypes to reliable production workflows. We will also cover what strong signals of real usage look like, how open source communities are shaping this space, and where agent memory is headed next. It will be an interactive session, so bring your questions and ideas.