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02.20.2026

Published by WEF: After ChatGPT, 'Physical AI' Is Next. Can We Afford Failures in the Real World?

Published by WEF: After ChatGPT, 'Physical AI' Is Next. Can We Afford Failures in the Real World?

An article authored by Nexgen Japan was published on February 12 as a World Economic Forum (WEF) Agenda piece. Titled "Why Governance Is the New Infrastructure for Physical AI," the article presents international policy recommendations on AI's expansion into the physical world and the governance frameworks needed to support it.

From "On-Screen AI" to "Physical AI"

In 2025, AI stepped beyond the screen and into our physical economy. AI systems now operate as robots and equipment on manufacturing floors, in logistics hubs, and on construction sites — introducing risks fundamentally different from those in digital spaces.

In digital spaces, a bug can be fixed with a patch. In the physical world, an error becomes an accident. How do we manage irreversible risks? This is the defining challenge of the Physical AI era.

Key Takeaways

  • Artificial intelligence is transitioning from an on-screen tool to a physical system operating within the real economy
  • Demographic shifts and labour shortages are accelerating the adoption of AI to sustain industrial operations
  • Robust governance frameworks are essential to ensure safety in physical environments and to manage operational risks appropriately
Physical AIGovernanceWEFHuman-AI CollaborationFrontline Operations

The "Survival Strategy for the Physical AI Era" That Executives Must Understand

As labour shortages intensify, leveraging AI effectively requires governance capabilities that surpass mere technical prowess. This paper systematises the decision-making and control structures across three organisational layers: executive leadership, engineering, and frontline operations.

The frontier of AI deployment has shifted from the office to the field. What are the urgent challenges that executives, engineers, and frontline leaders must address now? The WEF article presents the full picture.

Read the WEF article (Japanese edition)

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