The Future of Work: AI's Impact on Employment
The question of whether AI will help or replace human workers is a complex and multifaceted one. As AI technology advances, it's becoming increasingly clear that the impact on employment will be significant, but the exact nature of that impact is still uncertain. In this article, I'll explore the current state of AI in the workplace, the potential implications for jobs, and the challenges and opportunities that lie ahead.
The Rise of AI in the Workplace
AI companies are making bold claims about the ability of their tools to replace human labor. While some jobs will undoubtedly be automated, others will be augmented, with AI taking on specific tasks that were previously done by humans. The bosses of major companies are investing heavily in these technologies, in part because they could save money on headcount.
The phrase "flat is the new up" captures the idea that the size of a company's workforce may not need to grow as quickly as it once did. Instead, companies are turning to "AI agents," virtual workers tasked with performing specific roles, some of which are relatively skilled. This shift could have far-reaching consequences for the workforce.
AI's Growing Capabilities
One of the most striking examples of AI's capabilities is the development of large language models (LLMs). Three years ago, LLMs were only able to reliably complete tasks that humans took seconds or minutes to do. Now, they can complete fairly complex tasks that take an hour or more. Some LLMs can even find problems in cryptocurrency contracts and develop and streamline the model itself, a task that would take a human several hours.
The latest generation of models could start to entirely develop themselves in the next year or so. This is just software coding, but the same type of pattern is being seen at an earlier stage with financial analysis, early-stage legal work, and even some entry-level creative industry jobs. These advancements suggest that AI may soon be capable of performing a wide range of tasks that were once exclusively done by humans.
The Impact on Employment
The potential impact of AI on employment is a topic of intense debate. Stanford University's analysis of wage and jobs data found a 2.7% hit to employment for 22- to 25-year-olds since ChatGPT became widespread, rising to 12.8% in the most AI-exposed sectors such as finance, software, and creative industries. However, not all economists agree, arguing that other factors such as interest rate rises can explain this.
Online job postings have also been affected since the launch of ChatGPT and other LLMs. The OECD's analysis of job postings between highly exposed and less exposed sectors provides some insight into the potential impact on the UK's service sector concentration, which leaves it exposed to potential AI jobs losses.
The Cost of AI
One factor to consider is the cost of AI. The world's top companies have been deploying "token leaderboards" to try to get their employees to create as much productivity gain as possible from the most advanced models. However, the incredible bills racked up by these companies have led to rationing the use of these models.
This suggests that there may be limits to how much work could be automated. The virtual workers might be more expensive than the human ones, depending on the task. However, many companies, including Western ones, are diverting to much cheaper forms of AI derived from Chinese models that are provided freely on the market.
Uncertainty and Trends
The future of work in the age of AI is filled with uncertainty. While some clear trends are emerging, the exact nature of AI's impact on employment is still unknown. The challenge for policymakers and businesses is to navigate this uncertain landscape and prepare for the changes that lie ahead.
In conclusion, the rise of AI in the workplace is a complex and multifaceted issue. While some jobs will undoubtedly be automated, others will be augmented, and the impact on employment will be significant. The challenge for society is to ensure that the benefits of AI are shared equitably and that the workforce is prepared for the changes that lie ahead.
