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AI's Threat: Permanent Underclass or Replaceable Tech Execs?

Source: theguardian.com

Published on October 16, 2025

Updated on October 16, 2025

AI's impact on the workforce and tech leadership

AI's Threat: Permanent Underclass or Replaceable Tech Execs?

The rise of artificial intelligence (AI) has sparked widespread fears of job losses and a growing wealth gap. As AI rapidly integrates into the workplace, concerns are emerging about the potential creation of a "permanent underclass"—those left behind by the technological revolution. Surprisingly, even tech leaders themselves may face replacement by increasingly capable AI systems.

Reports suggest that AI's accelerating integration into various industries could lead to significant job displacement. Those not directly involved in the AI sector, particularly in lower-skilled or non-technical roles, are at the highest risk. Leopold Aschenbrenner, an insider at OpenAI, has predicted that AI could surpass human capabilities in many domains by as early as 2027. This raises questions about the future of employment across multiple sectors, including programming and other skilled professions.

The Looming Impact of Superintelligence

The concept of superintelligence—AI that exceeds human intelligence in every economically valuable way—is no longer science fiction. Experts warn that such systems could eliminate the need for human programmers entirely, as AI becomes capable of writing, debugging, and optimizing code better than humans. This development could also extend to other industries, from healthcare to finance, where AI might outperform human professionals in complex decision-making tasks.

"We are on the cusp of a transformative era," said Aschenbrenner in a recent interview. "But the question remains: who will benefit from this transformation, and who will be left behind?"

Historical Parallels and Economic Disparity

The anxiety surrounding AI-driven job displacement is not new. Throughout history, technological advancements have disrupted industries and reshaped economies. The transition from agriculture to manufacturing, followed by the rise of computers and digital technologies, has consistently led to job losses in some sectors while creating new opportunities in others. However, the concentration of wealth among those who control these technologies has often hindered opportunities for those lacking the resources to adapt.

"The pattern is clear," noted economist Sarah Miller. "Those who own the means of technological production prosper, while those who rely on labor alone face increasing marginalization."

Unionization as a Path Forward

To address the challenges posed by AI, proactive measures are essential. Unionization has historically provided a pathway to job security and fair compensation. In the 1970s, Japanese autoworkers successfully fought for cooperative modernization, ensuring that technological advancements benefited workers and employers alike. Similarly, Australian nurses in the 1980s bargained for training programs to enhance their skills in response to new medical technologies.

"Unionization is not just about protecting jobs," said labor activist Jane Thompson. "It's about ensuring that the benefits of technological progress are shared equitably."

Sustainability Concerns and AI's Uncertain Future

Despite its promise, AI faces growing sustainability challenges. The construction of data centers, essential for training and deploying large AI models, is surging. However, these centers require significant resources, including energy and water, and their rapid depreciation raises financial concerns. Some investors have expressed fears of an AI bubble, as the costs of maintaining these infrastructures may outweigh their long-term benefits.

"The current model of AI development is unsustainable," warned environmental scientist David Lee. "We need to find more efficient and eco-friendly ways to support this technology."

Doubts About AI's Effectiveness

While AI's potential is undeniable, questions remain about its effectiveness in real-world applications. A recent study by MIT found that most corporate AI initiatives yield negligible returns. Similarly, research from Carnegie Mellon University revealed that AI agents struggle with basic office tasks, such as data entry and scheduling. Many companies that have replaced human workers with automation are now facing unexpected costs, as layoffs often result in hidden expenses like reduced productivity and increased training needs.

"AI is not a magic solution," cautioned tech analyst Rachel Green. "Companies need to carefully evaluate whether automation aligns with their long-term goals and values."

The Replaceable Tech Leaders

In an ironic twist, the very people driving AI's development may find themselves replaced by their own creations. Sam Altman, CEO of OpenAI, recently announced upgrades to ChatGPT, demonstrating the platform's growing capabilities. Meanwhile, a satirical AI-powered bot was created to mimic the self-promotional tendencies of tech leaders, highlighting the industry's often inflated self-importance.

"The makers of this bubble are not immune to its consequences," noted tech critic Mark Johnson. "If AI can replicate their roles, they too may become obsolete."

Conclusion: A Call to Action

Despite the tech industry's insistence, AI's dominance is neither inevitable nor sustainable. As AI continues to reshape the world, it is essential to push back against its unchecked advancement and safeguard livelihoods. By advocating for equitable solutions like unionization, addressing sustainability concerns, and critically evaluating AI's true value, society can navigate this transformative era without leaving anyone behind.