Humans still matter more than AI in finance - FT中文网
登录×
电子邮件/用户名
密码
记住我
请输入邮箱和密码进行绑定操作:
请输入手机号码,通过短信验证(目前仅支持中国大陆地区的手机号):
请您阅读我们的用户注册协议隐私权保护政策,点击下方按钮即视为您接受。
专栏 人工智能

Humans still matter more than AI in finance

Recruiting digital natives with critical thinking skills is going to be crucial
00:00

{"text":[[{"start":6.45,"text":"A few months ago a New York financier told me he had just experienced a “first”: his 2025 summer interns “were the first true AI natives I have seen”. This meant they had grown up not only among digital tech, but AI too."}],[{"start":21.25,"text":"So how did it go? He winced. While those wannabe masters of the universe initially seemed wildly impressive, when senior financiers later probed their ideas they found them alarmingly shallow."}],[{"start":33.6,"text":"Consequently this person’s company made fewer return offers and is now focusing less on graduates in science, technology, engineering and mathematics — and more humanities students instead. "}],[{"start":44.55,"text":"“We want critical thinking, not just AI,” he explains. Human brainpower is needed to handle the silicon variant."}],[{"start":51.599999999999994,"text":"Now, this is just one tiny anecdote in a tsunami of emerging AI-linked stories and I daresay there are counter-examples. But it illustrates a bigger point: as AI fever sweeps finance, it is neither delivering the profit nirvana predicted by tech evangelists nor hastening the doom the Cassandras have warned about. Or at least not yet."}],[{"start":72.35,"text":"Yes, techies are wildly excited about putative productivity increases, with entities ranging from JPMorgan to Visa now presenting themselves as AI tech groups, not stodgy money handlers. Indeed, a recent survey from Nvidia claims that 89 per cent of finance executives say that AI is boosting revenues, while 73 per cent think it’s “crucial to their future success”."}],[{"start":97.25,"text":"Unsurprisingly, that is alarming regulators too. One reason is that the eye-popping volumes of (mostly) private credit backing for AI data centres is likely to produce defaults, as the Financial Stability Board warned this week. "}],[{"start":111.5,"text":"But the other risk is that the technology itself damages financial stability. The immediate threat on financiers’ minds, as the IMF notes, is a systemic crisis arising from a cyber attack. But as the FSB observes, there are other dangers: computer “herding” around identical trades; concentrated reliance on a few cloud providers outside regulatory oversight; and hallucinations from models."}],[{"start":135.4,"text":"Regulators are responding. Scott Bessent, US Treasury secretary, and Jay Powell, Federal Reserve chair, recently met top financiers to discuss the threats posed by Anthropic’s new Mythos model. And Michelle Bowman, Fed vice-chair, has called for more “flexibility” in how regulators evaluate banks’ risks models. "}],[{"start":155.70000000000002,"text":"This week the UK’s Financial Conduct Authority took a novel step: it is offering free computing power and data to fintechs that work inside an FCA “supercharged sandbox”, after the success of a pilot scheme with Nvidia last year. “The idea is to have an environment where [innovators] come in and test and bring their solutions to life in a safe and responsible way,” explains Jessica Rusu of the FCA."}],[{"start":182.55,"text":"But as the AI rhetoric intensifies, AI reality is proving to be more complex. Consider, as one example, a new survey from the Judge Business School in Cambridge of 628 finance and AI companies and regulators from around the world. (Disclaimer: I work at the University of Cambridge, but was not involved in this research.)"}],[{"start":203.25,"text":"This found that 81 per cent of private-sector finance groups are now using AI, and half are embracing agentic AI. Most of these firms use external models and the top provider, by far, is OpenAI. "}],[{"start":216.2,"text":"However, the survey also suggests AI is overwhelmingly being used for back-office functions, with limited deployment elsewhere. And, unlike the Nvidia poll, the Cambridge survey found that 76 per cent of large financial groups — and 55 per cent of all industry respondents — struggle to measure the value of AI. "}],[{"start":237.6,"text":"Indeed, only 40 per cent reported any profit boost from AI and 43 per cent saw no change at all. More notable still, only a quarter expect sector job losses, while 58 per cent actually expect AI to spark more hiring or reskilling at their own group."}],[{"start":256.55,"text":"AI evangelists might dismiss this as proof that some financiers are Luddites. After all, the AI revolution is still in its infancy. Meanwhile, many regulators seem even more Luddite: their level of AI adoption (and thus knowledge) is half that of the private sector groups they are overseeing. This is worrying. "}],[{"start":274.8,"text":"But the point about the gap between rhetoric and reality in AI deployment is echoed in numerous other surveys from McKinsey, the Institute of International Finance, EY and others. A survey from Hyland, for example, says that only 45 per cent of businesses say AI is delivering the results they hoped for. "}],[{"start":294.35,"text":"This may be merely a time lag effect. But I suspect it also reflects something else: intelligent machines do not automatically deploy themselves either for good or bad. Human strategy is crucial."}],[{"start":306.35,"text":"So the big question now — for financiers, regulators and educators alike — is to how to create skilled AI natives who can also use the critical thinking needed to spot both the opportunities and (very real) risks in AI. Those companies which find them will be the real winners. All eyes, then, will be on the 2026 intern pool."}],[{"start":334.00000000000006,"text":""}]],"url":"https://audio.ftcn.net.cn/album/a_1778847932_1890.mp3"}

版权声明:本文版权归FT中文网所有,未经允许任何单位或个人不得转载,复制或以任何其他方式使用本文全部或部分,侵权必究。

NBA最差球队为何心甘情愿输球?

华盛顿奇才队一直在“摆烂”。这或许能帮助他们锁定篮球界的下一位超级新星。

股市的狂欢终究难以为继

投资者情绪正转向炽热的极度亢奋。

QVC债权人正饱受“买家懊悔”折磨

这家曾经家喻户晓的家庭购物电视频道已申请破产保护。

为何共享单车应用Lime的首次公开募股并非“烂摊子”

按讨论中的20亿美元企业估值计算,这家由优步支持的公司的企业价值将相当于去年营业利润的28倍。

本周图表:英国国债,其实没那么糟

英国政府债券并不像从表面上看那样异类。

特朗普提名的美联储官员反对让杰伊•鲍威尔继续担任临时主席的安排

央行表示,现任主席将在凯文•沃什最早于下周宣誓就任之前,继续暂时担任主席一职。
设置字号×
最小
较小
默认
较大
最大
分享×