Korea Business Review
Korea Business Review

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GPT-6 Astra Reignites 'AI Replacement' Fears: Why the U.S. is Nervous First and the Impact on South Korean Industry

Following OpenAI's release of GPT-6 Astra, concerns have resurfaced in the U.S. that AI agents could replace certain corporate software tasks, triggering a revaluation of software company valuations. With U.S. corporate AI adoption already at 17-20% and reaching 37% for enterprises with over 250 employees, the industrial foundation for agentic AI is taking shape. South Korea is a direct beneficiary of expanding existing AI infrastructure investments, as seen in August semiconductor exports surging 209% year-over-year to $46.65 billion. Conversely, if AI begins directly manipulating enterprise software, industries with a high proportion of repetitive knowledge work—such as SaaS, SI, consulting, accounting, and HR—face mounting pressures to restructure pricing and workforce models. The Korea Development Institute (KDI) estimates that generative AI could cumulatively increase South Korea's total factor productivity by 1.5% to 3.5% over the next decade, while simultaneously suggesting downside pressures on employment in medium- and high-skilled occupations.

류현진 선임기자Published 2026년 9월 9일Updated 2026년 9월 9일
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GPT-6 Astra Reignites 'AI Replacement' Fears: Why the U.S. is Nervous First and the Impact on South Korean Industry

Following OpenAI's release of GPT-6 Astra, concerns have resurfaced in the U.S. that AI agents could replace certain corporate software tasks, triggering a revaluation of software company valuations. With U.S. corporate AI adoption already at 17-20% and reaching 37% for enterprises with over 250 employees, the industrial foundation for agentic AI is taking shape. South Korea is a direct beneficiary of expanding existing AI infrastructure investments, as seen in August semiconductor exports surging 209% year-over-year to $46.65 billion. Conversely, if AI begins directly manipulating enterprise software, industries with a high proportion of repetitive knowledge work—such as SaaS, SI, consulting, accounting, and HR—face mounting pressures to restructure pricing and workforce models. The Korea Development Institute (KDI) estimates that generative AI could cumulatively increase South Korea's total factor productivity by 1.5% to 3.5% over the next decade, while simultaneously suggesting downside pressures on employment in medium- and high-skilled occupations.

U.S. Software Stock Weakness Realizes the Era of 'AI Using Programs'... South Korea Faces Concurrent Opportunities in Semiconductors and AI Infrastructure alongside Restructuring Pressures in Knowledge Services As OpenAI unveiled its next-generation frontier model, 'GPT-6 Astra,' on September 3, attention in the U.S. industrial sector has once again pivoted toward artificial intelligence. The focal point this time is not merely how naturally the model generates sentences or solves difficult problems. Rather, its capability to understand browser and software interfaces, navigate across multiple programs, and genuinely execute digital tasks previously performed by humans has been significantly enhanced. OpenAI introduced Astra as a model with heightened capabilities in coding, research, computer use, and complex multi-step task execution. Given appropriate tools and access permissions, the…

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