Physical AI Lab
Robot Thermal Management: Heat, Duty Cycles, and Reliable Autonomy
A grounded guide to robot thermal management, covering motors, batteries, compute, cooling, enclosures, duty cycles, …
Robot Reliability
Physical AI Lab
Robot Offline and Degraded Modes: What The Machine Does When Support Is Thin
A grounded guide to robot offline operation, degraded modes, network loss, local autonomy, safe parking, queued jobs, …
Physical AI Lab
Robot Edge-Case Test Libraries: Turning Surprises Into Evidence
A practical guide to building robot edge-case test libraries for perception, manipulation, navigation, human workflows, …
Physical AI Lab
Robot Remote Support and Escalation: Help Without Hiding The Problem
A grounded guide to remote robot support, escalation paths, event bundles, operator handoffs, privacy boundaries, …
Physical AI Lab
Robot Spare Parts and Consumables Planning: Reliability On The Shelf
A practical guide to robot spare parts, consumables, service kits, batteries, gripper wear, sensor covers, …
Physical AI Lab
Robot Operational Design Domains: Drawing Useful Boundaries
A grounded guide to robot operational design domains, capability envelopes, supported environments, refusal behavior, …
Physical AI Lab
Robot Software Updates and Change Control: Keeping Autonomy Stable
A practical guide to robot software updates, change control, version baselines, validation lanes, rollback plans, fleet …
Physical AI Lab
Robot Environmental Robustness: Dust, Light, Water, and Real Workplaces
A grounded guide to robot environmental robustness, covering dust, lighting, water, cleaning, heat, vibration, ingress, …
Physical AI Lab
Robot Observability and Field Logs: Seeing What the Machine Experienced
A grounded guide to robot observability, field logs, event timelines, health signals, operator actions, privacy, …
Physical AI Lab
Robot Task Design and Acceptance Tests
A practical guide to defining robot tasks, task boundaries, start and end states, acceptance tests, failure cases, and …
Physical AI Lab
Robot Failure Recovery: What Happens After a Robot Gets Stuck
A narrative guide to robot failure recovery, covering safe stops, stuck robots, exception handling, remote support, …
Physical AI Lab
Robot Calibration and Alignment: The Geometry Behind Reliable Motion
A grounded guide to robot calibration, sensor alignment, coordinate frames, timing, drift, validation, and why small …