TE
科技回声
首页24小时热榜最新最佳问答展示工作
GitHubTwitter
首页

科技回声

基于 Next.js 构建的科技新闻平台,提供全球科技新闻和讨论内容。

GitHubTwitter

首页

首页最新最佳问答展示工作

资源链接

HackerNews API原版 HackerNewsNext.js

© 2025 科技回声. 版权所有。

Ask HN: Which industries will be transformed by ML in 10 years?

25 点作者 a008t将近 7 年前
Which industries do you think will be transformed by ML within the next 10 years? Which ones do you think will be relatively unaffected?

3 条评论

bjourne将近 7 年前
I&#x27;m far from an expert so the following is just IMHO. The bad industries ones will be transformed before the good ones. What I mean by that is that computer vision applied to medical imaging would be huge. But the detection&#x2F;classification isn&#x27;t accurate enough for that field, just yet. Yes, results are amazing on standard datasets such as ImageNet but they fail to become equally good when there are orders of magnitudes less amount of data. And in the field, accuracy is very important, a net classifying cancer correctly 90 % of the time is likely useless.<p>One exception is automated language translation which is getting very good. I&#x27;m noticing that some of the articles papers I&#x27;m reading are machine translated. They appear to apply machine translation to English articles and then have some editor doing manual touch-ups which seldom is enough.<p>The &quot;bad&quot; industries such as spam and SEO can definitely benefit from ML as it exists today. There are ML algorithms (LSTM) that can generate faked web sites with images that, from Googlebot&#x27;s point of view, are completely indistinguishable from real sites. Another use would be to generate realistic looking accounts in social media to steer the conversation, perhaps for political purposes. Porn obviously, could also use ML due to the huge amount of data (the porn itself and user interactions) available.<p>I <i>don&#x27;t</i> think (fully) self-driving cars will exist in 2028. But who knows? Ten years is a loooong time.
pmulv将近 7 年前
I think it&#x27;s pretty safe to say finance will be a big one. Finance has a large amount of individuals and firms researching the applications of ML methodologies to financial indicators. With the semi-recent rise of quant firms, I think this research is only going to get more aggressive, and HFT will become more lucrative and more automated as long as regulation does not get in the way.
评论 #17409660 未加载
评论 #17410198 未加载
akg_67将近 7 年前
IMO, AI&#x2F;DL&#x2F;ML will be a feature of most products and industries in next 10-25 years. It will impact most products and industries in the similar fashion as first computers did in the past and then software is doing right now.