Signals from the future of robotics & AI.
Field reports, engineering deep-dives, and research notes from a small team building autonomous systems in production.
Sub-10ms inference
92% transfer rate
Battle-tested patterns
This week's read
Designing Sensor Fusion Pipelines for Autonomous Mobile Robots
A practical walkthrough of fusing LiDAR, IMU, and stereo cameras into a low-latency state estimator that survives real warehouse conditions.
Ada Vector · 2025-04-14 · 9 min read
Edge Inference: Quantizing Vision Models for Sub-10ms Latency
INT8 and mixed-precision tactics that keep your detection model accurate while running on a power-budgeted edge SoC.
2025-04-12 · 7 min
Sim-to-Real Transfer with Domain Randomization in Isaac Sim
How we trained a manipulation policy entirely in simulation and shipped it to a 7-DOF arm with a 92% success rate on day one.
2025-04-10 · 11 min
Visual SLAM in Dynamic Environments: A 2025 Field Report
What works, what doesn't, and which papers actually translate from a controlled lab to a moving factory floor.
2025-04-07 · 8 min