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My Last Five Years of Work
webpalladiummag.com·palladiummag.com/2024/05/17/my-last-five-years-of-work/
A first-person essay by a frontier AI company employee reflecting on the near-term obsolescence of knowledge work due to advancing AI capabilities, exploring psychological and social implications of a post-work society assuming material needs are met via UBI.
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Importance: 42/100opinion piececommentary
Summary
A 25-year-old AI company employee argues that AGI-driven obsolescence of knowledge work is imminent, drawing on her own experience as a freelance writer. She sets aside economic policy questions to focus on whether humans can find happiness and meaning without employment. The essay examines the psychological, social, and political roles work currently plays and what their loss might mean.
Key Points
- •The relevant AI benchmark is not whether AI beats the best human, but whether it beats the average human who would otherwise do the task.
- •Knowledge workers tend toward denial, focusing on AI's remaining weaknesses rather than its rapidly expanding competencies.
- •Work provides not just income but social connection, status, meaning, and political stability—all of which are at risk.
- •The author assumes material needs can be met via UBI and focuses on the harder question: can people be happy without work?
- •AI systems predictably improve with better algorithms, more data, and more compute, suggesting continued rapid capability gains.
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Zack Minor/Woman walking on seashore.
I am 25. These next five years might be the last few years that I work. I am not ill, nor am I becoming a stay-at-home mom, nor have I been so financially fortunate to be on the brink of voluntary retirement. I stand at the edge of a technological development that seems likely, should it arrive, to end employment as I know it.
I work at a frontier AI company. With every iteration of our model, I am confronted with something more capable and general than before. At this stage, it can competently generate cogent content on a wide range of topics. It can summarize and analyze texts passably well. As someone who at one point made money as a freelance writer and prided myself on my ability to write large amounts of content quickly, a skill which—like cutting blocks of ice from a frozen pond—is arguably obsolete, I find it hard not to notice these advances. Freelance writing was always an oversubscribed skillset, and the introduction of language models has further intensified competition.
The general reaction to language models among knowledge workers is one of denial. They grasp at the ever diminishing number of places where such models still struggle , rather than noticing the ever-growing range of tasks where they have reached or passed human level. Many will point out that AI systems are not yet writing award-winning books, let alone patenting inventions. But most of us also don’t do these things.
The economically and politically relevant comparison on most tasks is not whether the language model is better than the best human, it is whether they are better than the human who would otherwise do that task. This makes the objection that AI systems are not yet coding long sequences or doing more than fairly basic math on their own a more relevant one. But these systems will continue to improve at all cognitive tasks. The shared goal of the field of artificial intelligence is to create a system that can do anything. I expect us to soon reach it. If I’m right, how should we think about the coming obsolescence of work?
It is worth noting up front that even today, work is far from the only way to participate in society. Nevertheless, it has proven to be the best way to transfer wealth and resources; it provides personal goods like social connection, status, and meaning; and it offers social goods like political stability.
Given this, should we meet the possibility of its loss with sadness, fear, joy, or hope? The overall economic effects of Artificial General Intelligence (AGI) are difficult to forecast, and here I will focus on the question of how people will feel without work—whether they will, or can, be happy. There are obviously other vital questions, like how people will be able to meet their material needs. Many have examined this question, with no final answer yet adopted as official policy for this contingency by any government. I am instead going to do something that may feel like
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