AnovaX Puts LLM Planning, Typed Executors and Adaptive Recovery Into a Fully Local Multi-Agent Voice Assistant

arXiv·low signal

AnovaX (arXiv 2607.15367, July 17 window) describes a local multi-agent voice assistant combining LLM planning with typed executors and adaptive error recovery — the typed-executor detail is the notable one, constraining what the planner can emit rather than trusting free-form tool calls. Running the full stack locally is the practical differentiator for anyone building voice interfaces where latency or privacy rules out cloud round-trips. Single-source; no independent evaluation available yet, so treat performance claims as unverified.