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AI & Enterprise

Pago Networks says security focus shifting from products to operations, betting on SOC as a service

The spread of AI is rapidly shifting the security market’s center of gravity from products to operations, narrowing gaps among vendors, Pago Networks CEO Young-mok Kwon (권영목) said. He said the release of Anthropic’s Mithos has accelerated concerns about faster attacks, underscoring the importance of operational capability and human-in-the-loop approaches. Pago Networks, focused on managed detection and response, is expanding into a security operations center as a service model and introducing three AI-centered brands.

AI & Enterprise

On-device AI is ready to shake up an AI market dominated by frontier models

AI expert Sigil Wen (시질 웬), who developed the on-device AI model Underdog, said AI models are moving out of data centres and into personal devices. He said most AI tokens will soon be generated on smartphones and laptops. He cited benchmark results showing a 27-billion-parameter Qwen 3.8 27B model on Macs and iPhones scoring higher than Opus 4.6 Max. Wen said large models are unnecessary for daily tasks and stressed speed and security as key advantages of on-device AI.

AI & Enterprise

Security-specialised foundation model aims for Opus 4.5-class performance with Exaone, HyperCLOVA X

South Korea’s government-backed security-specialised AI foundation model will target global frontier-level performance, using Naver Cloud’s HyperCLOVA X for defence and LG AI Research’s Exaone for attack functions. The plan uses adversarial co-training in a feedback loop between the two models. The project will train on about 830TB of security data and use 4,512 GPUs from the government and private sector. It will be linked to security agents and tested across seven key sectors.