Mawari Network Launches DePIN AI-Powered XR Streaming
Mawari Network, launched by Mawari and Caldera, is a decentralized physical infrastructure network (DePIN) for real-time AI-powered 3D and XR streaming. The network leverages a global distributed GPU node network and patented spatial streaming technology to cut bandwidth usage by 80% and deliver low-latency AR/VR experiences worldwide. Caldera’s high-throughput modular rollup anchors on-chain QoS attestations—tracking latency, jitter, dropped frames and frame accuracy—to enhance transparency, node reputation and reward distribution. Early access partners include Japan’s top VTuber agencies Brave Group and Virtual Avex, showcasing the vTubeXR product at Expo 2025 Osaka. Compatible with Unity and Unreal Engine, the network uses edge computing nodes close to end-users for intensive rendering. The DePIN model enables any GPU operator to join and earn rewards, tapping into a projected XR market exceeding 100 million devices. This launch bridges XR with Web3 and may drive demand for Caldera’s interoperability rollup, positioning Mawari Network as key blockchain infrastructure for immersive streaming.
Bullish
The launch of Mawari Network, powered by Caldera’s DePIN architecture, extends real-time AI-driven XR streaming capabilities and opens reward opportunities for GPU operators. In the short term, the partnership with major VTuber agencies and product demonstrations at Expo 2025 may spur increased network adoption and speculative interest in Caldera’s rollup token. Over the long term, genuine utility-based demand for on-chain QoS attestations and distributed GPU resources in the projected 100+ million-device XR market can drive sustained token usage and value appreciation. Thus, the news signals bullish momentum for related cryptocurrency projects.