What the Latest Viral AI Apocalypse Warning Gets Wrong | RealClearPolitics
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by James Pethokoukis, VoxFebruary 14, 2026
AI-Generated Deep Dive Summary
In a viral essay on X titled “Something Big Is Happening,” Matt Shumer, founder and CEO of OthersideAI, draws a striking parallel between the current moment in artificial intelligence (AI) development and the early days of the COVID-19 pandemic. He argues that AI has reached a pivotal threshold, transitioning from a useful tool to a more integrated "general cognitive substitute." This shift is significant because AI systems are now capable of improving themselves, potentially leading to advancements that rival human expertise in the near future.
Shumer highlights how AI has evolved beyond its traditional role as a辅助工具 (auxiliary tool) for humans. It is no longer just performing specific tasks but increasingly replacing human thinking and decision-making processes. This cognitive substitution raises questions about the pace of AI development and its implications for society. The rapid self-improvement capabilities of AI systems, combined with their ability to build better versions of themselves, suggest that highly advanced AI systems could emerge sooner than many expect.
The comparison to the early COVID-19 pandemic phase is a compelling metaphor. Just as the world was unprepared for the rapid spread and impact of the virus, Shumer warns that humanity may be underestimating the potential consequences of AI's accelerating evolution. He emphasizes the need for proactive measures to address the ethical, regulatory, and societal challenges posed by this new era of AI.
From a political perspective, this discussion matters because it highlights the urgent need for international cooperation and policy frameworks to govern AI development. The rapid progress of AI raises questions about global competition, economic disruption, and the potential misuse of advanced systems. As AI becomes more integrated into decision-making processes
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Originally published on RealClearPolitics on 2/14/2026