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KOI-net represents an emerging paradigm in decentralized knowledge organization. By building from foundational communication standards to sophisticated governance frameworks, KOI-net aims to support self-organizing, interoperable knowledge systems. Project Interlay challenges conventional software development paradigms, advocating for a shift from rigid, app-based systems to more fluid, user-configurable environments. This recording represents an in-progress synthesis of a series of BlockScience research initiatives, reflecting our intention to 'work in public' and share internal discussions and findings with a wider community audience. In this video, BlockScience Research Engineer Luke Miller provides an overview of the KOI Network Protocol (KOI-net), highlighting the role of nodes in knowledge exchange, the flexibility of layering protocols, and the systems interoperability and adaptability based on different use cases and network needs. Senior Research Engineer Orion Reed also shares research and development of Project Interlay, demonstrating adaptive interfaces, spatial canvas tooling, the scoped propagators programming model, and their application to KOI-net. Recorded February 2025, this internal engineering call includes the following topics: PART I: KOI Network Protocol 00:02:15 KOI-net Node Model 00:05:36 Network Architecture and Communication Patterns 00:09:11 Network Configuration 00:13:33 Endpoints 00:15:20 Question on Scalability 00:16:47 Full Nodes vs Partial Nodes 00:17:47 Question on Interface Layers 00:18:25 Proxy Nodes & Inter-Org Communication PART II: KOI-net Looking Forward 00:19:12 Node Norms 00:21:31 Dynamic Schemas 00:23:42 Layers of Protocols 00:30:34 The Unsolved Problem: Computer Science vs Engineering PART III: Project Interlay 00:34:01 Introducing Project Interlay 00:35:15 Adaptive Interfaces Demo 00:37:00 Computational Media Research 00:46:13 Folk Canvas Demo 00:46:47 Scoped Propagators Programming Model The blog post sharing associated resources is available here: https://blog.block.science/koi-networ... BlockScience® is a complex systems engineering, R&D, and analytics firm. By integrating cutting-edge research, applied mathematics, and computational science, we analyze and design safe and resilient socio-technical systems. With deep expertise in Market Design, Distributed Systems, and AI, we provide engineering, design, and analytics services to a wide range of clients, including for-profit, non-profit, academic, and government organizations. Our R&D occurs in iterative cycles between open-source research and software development, and application of the research and tools to client projects. Our client work includes design and post-launch monitoring and maintenance of economic and governance mechanisms based on research, simulation, and analysis. With our unique blend of engineering, data science, and social science expertise, the BlockScience team aims to diagnose and solve today’s most challenging frontier socio-technical problems. ► Discover More https://block.science/ | https://blog.block.science | https://x.com/block_science | / blockscience