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Mobilint enters USB-connected AI accelerator market

Mobilint said on Aug. 7 it has launched the MLD-R1 as a commercial USB AI accelerator that adds AI inference to existing devices through a single USB connection. The product uses the company’s REGULUS standalone AI chip and connects to laptops, industrial PCs and embedded systems without expansion cards or system changes. It supports Windows, Linux, and x86 and ARM hosts, and targets applications including smart factories, robotics and security.

AI & Enterprise

MSIT to adopt Korean NPUs in public CCTV for real-time disaster, accident detection

South Korea will convert public CCTV systems into AI-based monitoring using domestically developed neural processing units, the Ministry of Science and ICT and the National Information Society Agency said on July 28. It will spend 11.68 billion won this year, including 10 billion won in central government funds, to apply NPUs to about 18,100 cameras. Gyeongsangnam-do, Ulsan and Korea Expressway Corp were selected as users.

AI & Enterprise

In agentic AI era, total cost matters more than token price, model performance is key

As agentic AI spreads, economic efficiency will depend less on token prices and more on how quickly tasks are completed with fewer errors, participants at a National Assembly forum in Seoul said. A2Sys CEO Lee Dong-soo said agentic AI can consume far more tokens than existing generative AI as agents exchange context and repeat failed steps. Officials said the government will focus on agentic capabilities in domestic model development and plans token-efficiency technologies and an AI operating system.