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Andrew Ng
Andrew NgXBài đăng·20 ngày trước
Không có thảm họa việc làm do AI
There will be no AI jobpocalypse. The story that AI will lead to massive unemployment is stoking unnecessary fear. AI — like any other technology — does affect jobs, but telling overblown stories of large-scale unemployment is irresponsible and damaging. Let’s put a stop to it. I’ve expressed skepticism about the jobpocalypse in previous posts. I’m glad to see that the popular press is now pushing back on this narrative. The image below features some recent headlines. Software engineering is the sector most affected by AI tools, as coding agents race ahead. Yet hiring of software engineers remains strong! So while there are examples of AI taking away jobs, the trends strongly suggest the net job creation is vastly greater than the job destruction — just like earlier waves of technology. Further, despite all the exciting progress in AI, the U.S. unemployment rate remains a healthy 4.3%. Why is the AI jobpocalypse narrative so popular? For one thing, frontier AI labs have a strong incentive to tell stories that make AI technology sound more powerful. At their most extreme, they promote science-fiction scenarios of AI “taking over” and causing human extinction. If a technology can replace many employees, surely that technology must be very valuable! Also, a lot of SaaS software companies charge around $100-$1000 per user/year. But if an AI company can replace an employee who makes $100,000 — or make them 50% more productive — then charging even $10,000 starts to look reasonable. By anchoring not to typical SaaS prices but to salaries of employees, AI companies can charge a lot more. Additionally, businesses have a strong incentive to talk about layoffs as if they were caused by AI. After all, talking about how they’re using AI to be far more productive with fewer staff makes them look smart. This is a better message than admitting they overhired during the pandemic when capital was abundant due to low interest rates and a massive government financial stimulus. To be clear, I recognize that AI is causing a lot of people’s work to change. This is hard. This is stressful. (And to some, it can be fun.) I empathize with everyone affected. At the same time, this is very different from predicting a collapse of the job market. Societies are capable of telling themselves stories for years that have little basis in reality and lead to poor society-wide decision making. For example, fears over nuclear plant safety led to under-investment in nuclear power. Fears of the “population bomb” in the 1960s led countries to implement harsh policies to reduce their populations. And worries about dietary fat led governments to promote unhealthy high-sugar diets for decades. Now that mainstream media is openly skeptical about the jobpocalypse, I hope these stories will start to lose their teeth (much like fears of AI-driven human extinction have). Contrary to the predictions of an AI jobpocalypse, I predict the opposite: There will be an AI jobapalooza! AI will lead to a lot more good AI engineering jobs, and I’m also optimistic about the future of the overall job market. What AI engineers do will be different from traditional software engineering, and many of these jobs will be in businesses other than traditional large employers of developers. In non-AI roles, too, the skills needed will change because of AI. That makes this a good time to encourage more people to become proficient in AI, and make sure they’re ready for the different but plentiful jobs of the future! [Original text in The Batch newsletter.]
  • Câu chuyện AI gây mất việc làm hàng loạt là quá thổi phồng - tạo công việc ròng lớn hơn mất công việc, giống như các sóng công nghệ trước đây.
Riley Goodside
Riley GoodsideXBài đăng·29 ngày trước
Cập nhật: Tôi không làm rõ đủ rằng đây là một bài đùa. Xin lỗi.
R to @goodside: Update: I failed to make it obvious enough this post was a joke. My bad. The joke is that the first line, often said sincerely, in practice creates new jobs themselves replaceable in exponentially shorter amounts of time, which after several iterations is not at all reassuring.
  • Tác giả làm rõ bài đăng trước không phải bình luận nghiêm túc mà là một bài đùa.
#LLM#Việc làm#Kinh tế
Riley Goodside
Riley GoodsideXBài đăng·29 ngày trước
AI sẽ thay thế công việc, nhưng tạo ra nhiều công việc mới thú vị... cho đến khi AI cũng làm được chúng
AI will take some jobs, but it will create countless new jobs too—exciting jobs we can’t even imagine yet. A year later those will also be done by AI, but there will be new jobs—exciting jobs we can’t even imagine yet. Six months later those too will be done by AI, but
  • Bài đùa châm biếm về sự gia tăng tốc độ thay thế công việc: năm đầu → một năm → sáu tháng → nhanh hơn nữa.