In a world increasingly shaped by technology, the question of whether AI will be our ally or our replacement in the workplace is a pressing concern. The debate is no longer theoretical; it's a reality that's unfolding before our eyes.
The Rise of AI Agents
AI companies are making bold claims about their tools' capabilities, and these claims are not without merit. The potential for automation and augmentation is vast, and it's not just a futuristic concept. Large companies are investing heavily in AI, knowing that it could reduce their reliance on human labor and, consequently, their costs.
The concept of "flat is the new up" in terms of workforce size is intriguing. It suggests a future where traditional employment structures are disrupted, and virtual workers, or "AI Agents," take on specific roles, some requiring skilled labor. If these predictions are even partially accurate, the impact on our careers and industries will be significant and sooner than we might expect.
Patterns in the Data
The data reveals some intriguing patterns. Large Language Models (LLMs) are rapidly advancing. Three years ago, they could only reliably complete simple tasks that humans could do in seconds or minutes. Now, they're tackling more complex tasks that would typically take an hour or more.
What's more, some LLMs can identify issues in cryptocurrency contracts and even develop and streamline models that would take humans hours to accomplish. The potential for self-development in these models is on the horizon, and it's not limited to software coding. Similar patterns are emerging in financial analysis, legal work, and even creative industries.
Impact on Jobs
The most comprehensive analyses, primarily from the US, suggest a significant impact on employment, particularly for younger workers. Stanford University's analysis found a 2.7% hit to employment for 22 to 25-year-olds since the widespread adoption of ChatGPT, rising to 12.8% in sectors most exposed to AI, such as finance, software, and creative industries.
However, not all economists agree, attributing these shifts to other factors like interest rate rises. The debate is ongoing, and the true impact is yet to be fully understood.
Online Job Postings and AI Exposure
Online job postings have also been affected by the launch of ChatGPT and other LLMs. While there are many factors at play, including interest rates and taxes, the OECD's analysis of job postings in highly exposed sectors (telemarketing, legal services) versus less exposed sectors (construction, cleaning, food prep) is notable.
The UK, for instance, saw a notable decline in job postings in these sectors, even as interest rates were stable or being cut. This suggests that the UK's service sector concentration may leave it vulnerable to potential AI-related job losses.
Measuring AI Usage
AI usage is measured in "tokens," which are small chunks of text that AI systems use to understand and generate language. On average, one token is roughly equivalent to three-quarters of an English word.
The increase in token use in 2026 has been astonishing, far outpacing the declining cost per token. This has led to some companies, especially those in the West, turning to cheaper AI models derived from Chinese sources, which are freely available.
Uncertainty and Emerging Trends
While there's much uncertainty, some clear trends are emerging. The potential for automation is undeniable, but it's not a one-size-fits-all solution. Virtual workers may be more expensive than human workers, depending on the task.
As we navigate this evolving landscape, it's crucial to stay informed and adapt. The future of work is being redefined, and AI is a significant part of that story. Personally, I find it fascinating to witness this transformation and consider the implications it holds for our careers and the global economy.
