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2025-01-31 Update From: SLTechnology News&Howtos shulou NAV: SLTechnology News&Howtos > IT Information >
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Shulou(Shulou.com)11/24 Report--
March 21, will ChatGPT, a chat robot from artificial intelligence research company OpenAI, replace the jobs of ordinary people? A new study by the company estimates that the AI-backed chat technology could have a significant impact on 19% of jobs in the United States.
ChatGPT is already powerful enough to write articles and marketing materials, write computer code, and help analyze financial reports. Researchers at OpenAI estimate that ChatGPT and future software tools built using its underlying technology could affect about 19 per cent of US jobs, and that at least 50 per cent of these tasks could be replaced by AI.
At the same time, 80 per cent of US workers have at least 10 per cent of their tasks affected by ChatGPT. The study added: "our analysis shows that large language models such as GPT-4 are likely to have a broader impact."
In addition, the researchers found that higher-paying jobs may face more potential impact from AI chatbots because they may involve more software tasks. "We found that jobs that rely heavily on scientific and critical thinking skills are less vulnerable, while jobs related to programming and writing skills are vulnerable," they said in the report. "
OpenAI researchers used a variety of metrics to classify which occupations were most affected by ChatGPT. Among them, the professions most affected include interpreters, translators, poets, songwriters, creative writers, public relations experts, writers, mathematicians, tax filers, blockchain engineers, accountants, auditors and journalists.
The report also breaks down the impact of ChatGPT by industry, with sectors such as data processing hosting, publishing and secure commodity contracts most likely to be disrupted. By contrast, industries dominated by manual labour have the least potential impact, such as catering services, forestry and logging, social assistance and food manufacturing.
In this assessment, OpenAI studied more than 1000 occupations in the United States and quantified the tasks needed to complete them. The researchers then used manual annotators and GPT-4 models to rate whether systems supported by ChatGPT reduced the time required for humans to perform specific tasks by at least 50 per cent.
The researchers acknowledge that the study's attempt to summarize each occupation by simply quantifying work tasks is inherently flawed. The study added: "it is not clear to what extent occupations can be completely broken down into different tasks, or whether this approach systematically ignores some of the skills needed to be competent for these jobs."
Another problem is that GPT's demonstrations have shown that this technology can make obvious mistakes, including fabricating information, which makes it necessary for humans to strengthen supervision. This is a factor that has not been taken into account in the above study. In addition, the study only looked at whether ChatGPT can reduce the time required to complete various professional tasks, but it does not mean that it is smart enough to fully automate certain tasks.
Still, the researchers expect ChatGPT and its future iterations to dramatically change the way people work. Therefore, society and policy makers need to be prepared. "the capabilities of large language models will continue to improve over time, and even if we stop developing new capabilities today, their growing economic impact is expected to continue," the researchers concluded. "
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