Fortune | FORTUNE 07月28日 14:36
Banks should stop using AI to ‘fire hundreds of people’—instead, they should use it to lend to low-income clients, says GFTN’s Sopnendu Mohanty
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在新加坡金融科技节上,全球金融与科技网络(GFTN)联合创始人Sopnendu Mohanty指出,AI在金融领域最紧迫的应用是帮助银行向低收入人群提供贷款,解决普惠金融的挑战。他认为,传统银行依赖抵押物的信贷模式无法服务于缺乏抵押物的低收入群体。AI可以通过创造可信的、可预测的行为数据来替代抵押物,从而扩大信贷覆盖范围。Mohanty还强调了建立身份数据基础设施的重要性,并对AI可能带来的就业冲击表示担忧,呼吁加强劳动力技能提升,以应对潜在的经济风险。

💡 AI在普惠金融中的核心作用在于打破传统信贷模式的局限。银行通常要求抵押物才能发放贷款,而低收入群体往往缺乏抵押物,导致他们无法获得金融服务。AI可以通过分析用户的行为数据,建立一套可信的、可预测的信用评估体系,从而替代抵押物,为低收入人群提供信贷支持,解决“房间里的大象”——全球信贷需求未能得到满足的问题。

📈 东南亚的Grab、Sea和Goto等公司已在金融服务领域取得进展,他们利用从出行、电商等主营业务收集的数据,为银行服务不足的客户提供服务。这表明,通过整合不同来源的数据,可以构建更全面的用户画像,从而实现更精准的信贷评估和更广泛的金融服务覆盖。

🏛️ 建立处理身份数据的基础设施至关重要。以印度Aadhaar系统为例,它为每位印度居民提供了唯一的身份标识,这对于许多人来说是他们拥有的第一个正式身份证明。拥有可靠的身份数据是实现金融普惠的基础,能够确保金融服务的准确性和安全性。

🤔 Sopnendu Mohanty也表达了对AI可能带来的就业冲击的担忧,并将“技能提升”视为当前的首要任务。他强调,如果不能及时提升劳动力的技能,可能会导致严重的经济灾难。新加坡正在通过推广AI技能培训计划,旨在提高全体劳动力的AI素养,并计划大幅增加“AI从业者”的数量,以应对未来的挑战。

Yet the most pressing need for AI, according to Sopnendu Mohanty, co-founder of the Global Finance and Technology Network (GFTN), is to help banks get loans to low-income populations and solve the financial inclusion challenge. 

GFTN is backed by the Monetary Authority of Singapore. It was previously known as Elevandi, which organized the annual Singapore Fintech Festival. Now, GFTN has expanded its remit to provide advisory services to emerging markets on how to best leverage technology in their finance sectors, while putting forward Singapore as a model. 

During a Wednesday conversation at the Fortune Brainstorm AI Singapore conference, Mohanty laid out why banks still struggle to expand their lending. 

“When you are borrowing money from a bank, the bank asks you for collateral. That’s the standard process of lending,” he said. Yet “the low-income segment has no collateral,” meaning the traditional model for financing can’t serve those people.

“That model cannot [solve] the global need for credit,” Mohanty said, describing it as the “elephant in the room.”

The World Bank reports that only about a quarter of people in low-and middle-income economies engaged in formal borrowing from a bank or credit card company last year. 

For Mohanty, banks are still focused on how to use AI to increase productivity—such as by allowing them to “fire hundreds of people.”

“That’s not what we want AI to do,” he argued. Instead, AI can instead help create “credible, predictive, golden source behavioral data, which will replace the need for collateral.”

Several Southeast Asian companies, like Grab, Sea and Goto, are expanding into financial services and serve underbanked customers, leveraging data collected from their main businesses like ride-hailing and e-commerce. 

Mohanty, who was the first fintech officer at the Monetary Authority of Singapore, the country’s central bank, also pointed to the importance of creating infrastructure to handle identity data. He specifically cited India’s Aadhaar system, which offered every Indian resident a unique ID number—for some, the first ID they might have ever had.

Yet Mohanty also hoped that, within a decade, identity might be taken out of the hands of the government. “You don’t need a state to control and deliver that trusted ID,” he suggested, and instead rely on decentralized networks.

But in the nearer term, Mohanty expressed a worry about how AI could threaten jobs. “My biggest priority now is going to be upskilling,” he said. “If we don’t upskill our people, we are heading to a massive economic disaster.”

Earlier this year, Singapore launched a scheme to improve proficiency in AI across the entire workforce, including in sectors like retail and manufacturing. The country also plans to triple the number of “AI practitioners” to 15,000 over the next few years.

On Tuesday, at Fortune Brainstorm AI Singapore, digital minister Josephine Teo said that the pool of “AI practitioners” will include professionals like lawyers and doctors, as well as those from the manufacturing sector. These practitioners “will become the early adopters of AI and then they show their peers how to make better use of it,” she said. 

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AI 普惠金融 信贷 金融科技 技能提升
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