Two developments today came from very different parts of the agent stack. Meta released Muse Glimmer , a 30B open model designed for local, always-on agent workflows. It can run on consumer hardware and is trained for tool use, long-running execution, multimodal input, and failure recovery. At the enterprise layer, RealPage introduced the Lumina AI Suite , combining agents, a governed knowledge graph, operational intelligence, institutional intelligence, and MCP-based access to external ...