Protecting Dual SO-101 Robotic Workpieces From End-to-End VLA Drift.
Hugging Face LeRobot #3154 Remediation & Speechmatics Sub-50ms Reflex.
Guaranteeing closed-chain invariance and preventing workpiece drops without interrupting VLA task execution.
Projects 12-DOF velocity proposals onto the null-space of kinematic constraints \(\mathbf{C}(\mathbf{q})\mathbf{\dot{q}} = 0\), removing 100% of non-orthogonal divergence.
Continuous exponential error decay (\(\alpha = 12.0\text{ s}^{-1}\)) pulls micro-millimeter discrete integration errors back to nominal span within 250 ms.
Streaming partial token listener bypasses cloud LLM latency, executing smooth active admittance deceleration while strictly retaining 100% workpiece grip torque.
Engineered to sit transparently between neural policies and real hardware actuators. Plug directly into Hugging Face LeRobot, ROS 2 pipelines, or Intel OpenVINO runtimes.
Translating 12-DOF unconstrained velocity inputs into rigid closed-chain kinematic reality.
King's Court Section 8 Compliance: Zero marketing hype, strict evidentiary tiers.
OpenVINO 2026.3 released Aug 4, 2026. LeRobot BiSOFollower 6-DOF dual SO-101 failure documented in Issue #3154. Speechmatics Realtime WebSocket API verified live.
Distance drift \(d = v \cdot t\). Closed-chain invariant \(\mathbf{C}(\mathbf{q})\mathbf{\dot{q}} = 0\). Hooke series tension \(F = k_{\text{eff}} \cdot \Delta x\).
Effective stiffness \(k_{\text{eff}} = 34.29\text{ N/mm}\). Baumgarte \(\alpha = 12.0\text{ s}^{-1}\). Servo safe trip limit \(F_{\text{crit}} = 15.0\text{ N}\).
Suite run in 0.389s. 2,033.9 N reduced to 0.02 N (100% attenuation). Live WebSocket reflex in 72.50 μs.
Architected for both the Intel Multi-Modal Bimanual track and the Speechmatics Voice bonus.
Multi-Modal reasoning and coordination on Intel OpenVINO 2026.3 with sovereign closed-chain protection.
Sub-50ms streaming acoustic reflex using Speechmatics Realtime WebSocket API to intercept physical hazard.
Verify KINLOCK on your machine in under one second with zero cloud keys and zero external dependencies.