Al最大機會影響的5種職業

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ANChan59 | 2024-10-20 08:03
AI isn't likely to replace humans at work, says report—but 5 occupations may soon feel its impact more Artificial intelligence is already changing the way some people work, but it's not yet poised to replace the work that humans do, according to a new report from Indeed. No workplace skills out of more than 2,800 identified by Indeed Hiring Lab were "very likely" to be replaced by generative AI, the report, published on Sept. 25, found.  A 68.7% majority of skills were "very unlikely" or "unlikely" to be replaced by AI, while 28.5% of skills may "potentially" be replaceable. Indeed's report examined soft skills like communication, leadership and organization, more technical skills including specific coding languages, and hands-on skills such as cooking and administering medication. "We were able to take all these skills, map them to over a million job postings that we had over the last year or so, and then evaluate: Could gen AI replace a human being in performing this particular job function?" says Svenja Gudell, Indeed's chief economist. "When we did that, the result was actually quite striking because we found that there were really no skills — literally zero — that were very likely to be replaceable." Indeed used GPT-4o, OpenAI's latest multimodal generative AI model, to evaluate its own ability to perform work skills across three areas: provide theoretical knowledge related to skills, use those skills to solve problems and execute those skills either physically or digitally.  The model then used that assessment to rate the likelihood of whether generative AI could replace a person to carry out a given skill. The research indicates that AI is only suited, for now, to serve a support role for workers: While AI has relatively high technical competency, without stronger problem-solving capability and hands-on functionality, it can't compete with human labor. "Our takeaway was that gen AI, in its current form at least — now that's a pretty important caveat — would be a very advanced digital assistant, and it could certainly make us more productive in some settings," Gudell says. "But it's not replacing the human quite yet." Indeed's researchers considered 16 occupations in their study and highlighted five jobs that involve the greatest share of skills that have the potential to be replaced by AI. Those lines of work are: * Accounting professionals * Marketing and advertising specialists * Software developers * Health care administrative support staff * Insurance claims and inspection officers The technical and often repetitive nature of the skills needed for those roles play into AI's strengths, says Gudell, in addition to the fact that those professions tend to require less physical interaction.  On the other hand, occupations that demand client or customer exchange, physical presence or less repetitive problem-solving are the least likely to be replaceable, she adds, citing patient-facing health care work such as nursing as examples. Still, workers shouldn't shy away from certain career paths that are more susceptible to being replaced by AI, according to Gudell. Instead, she explains, people interested in software development, for instance, should learn to use AI tools to increase their productivity and boost their competitiveness in the job market. "It's really all about using these tools to your maximum advantage when you're searching for a job," Gudell says. https://www.cnbc.com/amp/2024/10/14/ai-isnt-ready-to-replace-human-jobs-5-professions-may-feel-its-impact-more.html

ANChan59 | 2024-10-20 08:04
Software developer 有點意外。

barque | 2024-10-20 08:57
Quote:ANChan59 發表於 24-10-20 08:04 Software developer 有點意外。

其實我哋都試用緊一啲ChatGPT入面的model 去generate source code. 另外幾個AI project 用LLM + RAG technology, 其實都有一定嘅實用性。所以Microsoft 定位Copilot 都幾貼切吓。 之前有啲人10幾年之前讀過AI,講啲似是而非嘅嘢。

ANChan59 | 2024-10-20 09:14
Quote:barque 發表於 24-10-20 08:57 其實我哋都試用緊一啲ChatGPT入面的model 去generate source code. 另外幾個AI project 用LLM + RAG techn ...

我冇這方面深入的認識,我只是好奇的應用程度。

poonseelai | 2024-10-20 09:55
不時有類似行業清單, software developer or coding 都好似有份, 因為少要有文中所講customer exchange? 咁就有D唔明, marketing 又有份? 網上submit insurance claims已經好普遍, 雖然唔知之後係真人定AI處理

barque | 2024-10-20 10:10
Quote:poonseelai 發表於 24-10-20 09:55 不時有類似行業清單, software developer or coding 都好似有份, 因為少要有文中所講customer exchange? 咁 ...

[i=s] 本帖最後由 barque 於 24-10-20 10:11 編輯 [/i] 其中一個做法,將幾千份文件上載和指定一些websites,然後限制ChatGPT回答問題時只可以在這些資料中尋找答案,唔准上Internet去search其他資料,暫時觀察都幾有用

poonseelai | 2024-10-20 10:35
Quote:barque 發表於 24-10-20 10:10 本帖最後由 barque 於 24-10-20 10:11 編輯 其中一個做法,將幾千份文件上載和指定一些websites,然後 ...

如何防止AI自己作嘢?美國試過AI自己創作D案例,被發現,律師被罰款

ANChan59 | 2024-10-20 11:31
Quote:poonseelai 發表於 24-10-20 09:55 不時有類似行業清單, software developer or coding 都好似有份, 因為少要有文中所講customer exchange? 咁 ...

Marketing 就要請教beastiebristo 的觀察,他曾經說過creative 的部分不能替代。

ANChan59 | 2024-10-20 11:55
Quote:barque 發表於 24-10-20 10:10 本帖最後由 barque 於 24-10-20 10:11 編輯 其中一個做法,將幾千份文件上載和指定一些websites,然後 ...

兒子公司跟Open AI 談合作,最大挑戰係content 的保密性,當時有考慮report writing 係只限自己公司專用,文本不會讓其他人作參考資料。最後份合約點樣簽就唔知。 去到coding他覺得如果requirement and logic 清楚係好有用。 但他們的項目有很多不確定性及what-if,而且客戶的最後要求可以跟法規不同,或者buyer side and seller side 有完全相反的要求。

barque | 2024-10-20 12:42
Quote:ANChan59 發表於 24-10-20 11:55 兒子公司跟Open AI 談合作,最大挑戰係content 的保密性,當時有考慮report writing 係只限自己公司專用, ...

我們都係文件只上戴在公司internal storage

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