Intent-Driven Networking Hits 97% — Agentic Orchestration Reaches Production Grade

A new arXiv paper on intent-driven 6G network orchestration hits ninety-seven percent success across nine hundred thirty tests by grounding LLM translation in real service catalogs and validating with formal ontologies — the three-layer architecture that separates production-ready intent automation from demos. Also: IP Fabric network assurance lands as composable MCP tools inside NetClaw, Ornith-one-point-zero becomes the first open model to write its own RL training scaffold, and Duke and IonQ demonstrate three-node quantum entanglement with no post-selection.