Industrial humanoid in a controlled bay while dormant safety mechanisms are tested.

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A Robot Must Test the Things It Hopes Never to Use

Dormant safety functions can fail silently while robots continue productive work. This white paper examines how humanoid developers can build risk-based proof-test programmes, verify physical outcomes, maintain configuration-aware fleet evidence, and design semiconductor-enabled diagnostics. The resulting assurance depends on independent measurement, secure test authority, disciplined restoration and engineering governance.

2026-11-011 min

Humanoid with a highlighted central compute and distributed physical control networks

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Onboard Compute Is Becoming a Robot’s Qualification Anchor

Agility Robotics’ decision to standardize Digit 5 on NVIDIA IGX Thor marks a shift in humanoid architecture. Compute now connects AI capabilities to deterministic execution, safety assurance and lifecycle governance. The commercial test is whether a controlled platform can reduce qualification effort while managing faults, updates and supplier dependence.

2026-10-271 min

Standards at the Intersection technical illustration

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Who Sets the Rules for Physical AI?

Physical AI inherits existing industrial, safety and AI standards while new initiatives target humanoid capabilities, autonomous behaviour and modular interfaces. This article examines the international committees, emerging projects and diverging regional approaches across China, Europe, the United States, Japan and Korea—and evaluates what the evolving rulebook means for developers of

2026-10-261 min

Three robot architectures above shared electronic functions.

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The Hypotheses references to Forecasting Physical AI

Physical AI forecasts depend on beliefs about useful work, customer economics and adoption. Five competing hypothesis pairs explore possible futures through 2035. A practical process connects scoped assumptions, deployment evidence and scenarios to forecast revisions, helping teams prioritise research, document disagreement and learn as real operating results become available.

2026-10-191 min

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A Robot Must Test the Things It Hopes Never to Use Onboard Compute Is Becoming a Robot’s Qualification Anchor Who Sets the Rules for Physical AI?The Hypotheses references to Forecasting Physical AI Humanoids in Logistics: Make the Robot Earn Its Shape Humanoids Get Cheaper. The Service Still Has a Price.When AI Finds a Way Around: What the Hugging Face Incident Means for Physical AI The Physical World Has No Undo Button

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