RuView: Streaming Engine and World Model Integration
The RuView project merged three major pull requests implementing a comprehensive streaming engine with auditable environmental intelligence and OccWorld world model integration. The updates include 11 new architectural decision records and significant improvements to WiFi-based pose estimation capabilities.
Duration: PT1M58S
Transcript
Good morning, this is RuView for May 29th, 2026.
Three significant pull requests merged yesterday, delivering major infrastructure updates to the WiFi-based pose estimation platform.
ruvnet merged the RuView Streaming Engine pull request, implementing ADRs 135 through 146. This massive update added over 14,000 lines across 67 files, introducing auditable environmental intelligence with complete data contract machinery. The streaming engine converts raw WiFi CSI signals into trustworthy semantic beliefs, with every conclusion traceable to its signal evidence and privacy controls.
The team also merged empty-room baseline calibration functionality through ADR-135. This feature enables operator-initiated 30-second CSI recordings to establish per-subcarrier baselines, providing deviation z-scores for downstream motion detection and coherence gating.
The third major merge introduced OccWorld world model integration via ADR-147. This adds a new wifi-densepose-worldmodel crate with async Rust client capabilities, connecting to a Python inference server running TransVQVAE with 72.4 million parameters. The integration extends pose prediction horizon from 5 to 15 frames.
Additional commits included dataset adaptation tools for RuView occupancy data and retraining pipelines for fine-tuning the world model on indoor sensor configurations. Benchmark results show 208 millisecond median inference times with 3.98GB VRAM usage.
What's next: The team appears focused on expanding world model capabilities and refining the streaming engine's trust and audit mechanisms. Documentation suggests NVIDIA Cosmos integration is planned for ADR-148, pending hardware requirements.
That's your RuView briefing for today.