Humanoid and Physical AI Development: 'Operational Standards' Must Be Checked, From Coordinates and Time to QoS, Launch, Logs, Diagnostics, and Records
Published2026.04.28 16:47휴머노이드, 피지컬 AI 개발시 좌표계와 통신 설정, 운영 관측 체계가 정리되지 않으면 기능 구현과 별개로 시스템 통합이 지연될 수 있어 ROS 통합시 ‘운영 기준’ 점검이 요구되고 있다.
관련뉴스
.jpg)
NVIDIA Presents Directions for AI Application in Korean Industries at GTC 2026
Nvidia held a "Korea AI Expert Day" for domestic industry stakeholders during GTC 2026, providing a venue to connect global AI technology trends with Korea's industrial environment. At the event, based on technical directions unveiled following CEO Jensen Huang's GTC keynote address, agentic AI, physical AI, digital twins, and GPU infrastructure deployment were addressed as major agenda items. Participants engaged in question-and-answer sessions and panel discussions on implementing AI in actual industrial settings such as semiconductor manufacturing, smart factories, and autonomous systems. Nvidia plans to continue follow-up developer programs as well.
2026.03.27by 배종인 기자
“Physical AI Data Solved with Ultra-High Speed Interconnect Technology”
As AI expands from the cloud to the real world, the center of gravity in semiconductor performance competition is shifting from the computing unit itself to the interconnects that connect them. In the Physical AI era, the decisive factor ultimately depends on how fast, with low latency and power consumption, and reliably data can be transmitted. Against this backdrop, at the 'e4ds Physical AI Frontier 2026' event held at Seoul COEX on March 6th, Qualitas Semiconductor Executive Director Kim Jae-young delivered a presentation on the theme of "On-Device AI Semiconductors and High-Speed Interconnect Elements in the Physical AI Era," emphasizing the importance of high-speed interface technology that determines AI performance.
2026.03.30by 배종인 기자
Adoption of 'Physical AI' by SMEs Depends on Strategic Design Based on an Understanding of the Manufacturing Site
At 'e4ds Physical AI Frontier 2026', Bae Jong-in, Editorial Director of e4ds news, presented on the topic of 'Physical AI Market Trends', stating, "Physical AI is rapidly growing centered on humanoids and industrial automation, but the adoption gap between large enterprises and SMEs remains significant. The solution for SMEs to narrow the gap with large enterprises is not large-scale investment, but strategic design that understands the field," and added, "For SMEs to succeed, it is important to first clearly establish key KPIs such as defect rate, operational efficiency, and safety, and to conduct pre-verification using digital twin and simulation technologies."
2026.03.30by 배종인 기자
The Physical AI ChatGPT Moment is Coming
At 'e4ds Physical AI Frontier 2026', Choi Hong-seop, CEO of Maum AI, presented on the topic of "Physical AI Value Chain and South Korea's Strategy," diagnosing that a turning point is imminent as generative AI expands beyond the digital realm into the physical world. CEO Choi Hong-seop stated, "The starting point of Physical AI is ChatGPT," emphasizing a paradigm shift in which large language models (LLM) control robot behavior based on data learning rather than code.
2026.03.30by 배종인 기자
.jpg)
“In the Era of Physical AI, Safety is a ‘Design Standard,’ Not a ‘Function’”
At the 'e4ds Physical AI Frontier 2026' event, Safetics CSO Kim Hwi-yeon presented on the topic of "Technical Countermeasures for Safety Assurance in Robotics and Physical AI," emphasizing that the core competitiveness in the Physical AI era no longer lies solely in performance, but in established safety standards that ensure operation alongside humans.
2026.04.06by 배종인 기자
