Banking Exchange Magazine Logo

Is AI ethical?

It’s a tool that can improve, or do damage if carelessly used

AI's future is in the hands of mankind, suggests Pedro Bizarro of Feedzai. It's up to users and the experts they employ to apply the technology appropriately. AI's future is in the hands of mankind, suggests Pedro Bizarro of Feedzai. It's up to users and the experts they employ to apply the technology appropriately.

As artificial intelligence in multiple forms continues to become a greater part of financial services, people aren’t worrying about the robots taking over so much as whether AI could do harm.

Pedro Bizarro, chief science officer and co-founder at Feedzai, an AI development company specializing in anti-fraud applications, thinks the technology could do good by improving processes. But he also thinks that AI, mishandled, could cause harm. The combination of algorithms, data, and data science going into an AI application could determine whether the end result is positive or detrimental.

Bizarro said that often the engineers and scientists who develop AI know better than anyone else what the potential flaws and risks are in what they are building.

“They don’t bring them up,” said Bizarro, “because they don’t think anybody cares.”

What could go worng?

In some ways, the potential harm that could be done by badly built AI brings to mind the types of problems that arise in the context of fair-lending. Bizarro, speaking at a session at the recent Money 20/20 conference, sketched out the risks.

“We don’t want models to make decisions based on what you are, but what you have done,” said Bizarro. Age, gender, etc., shouldn’t be weighed, but instead one’s behavior.

“Anything that is behavioral is more correct than something that is the person himself,” says Bizarro. When AI has been permitted to venture in bad directions, in keeping with the idea that it will learn as it goes, it must be retrained. AI’s results must be evaluated to permit course corrections, according to Bizarro.

Responsibility and accountability

Professional and personal responsibility should become part of the human element of AI as banking and other industries become further involved with the technology, Bizarro believes.

Want more banking news and analysis?

Get banking news, insights and solutions delivered to your inbox each week.

The first part of his argument is that data scientists, engineers, and others involved in AI development should take the equivalent of a Hippocratic Oath. This concept, borrowed from the medical world, would address the duties of a practitioner in making sure that AI doesn’t hurt anyone.

That is one step, but the next step goes further: addressing malpractice.

“Accidents happen,” said Bizarro, but they have effects that must be addressed.

Even when a doctor has taken the oath, errors or worse dictate a penalty, he explained. AI has progressed sufficiently that “we should be considering accountability,” Bizarro said. “If anything, it’s something we should have started thinking about a while ago.”

The paradox of AI, Bizarro added, is that while the general public is only beginning to be aware of the role AI can and will play in their lives, it has already been going on for some time.

“The general public doesn’t even realize that they’ve already been using machine learning, for example, with their web searches” and more, Bizarro said.

Steve Cocheo

Steve Cocheo’s 38 years in financial journalism have taken him to all 50 states and nearly every corner of financial services in companies from fintech startups to community banks to regional and national giants. He is executive editor of Banking Exchange and digital content manager of Previously he spent 36 years on the staff of ABA Banking Journal and 22 years concurrently as editor of ABA Bank Directors Briefing. He is the only journalist to have sat in on three federal banking exams, was a finalist for the Jesse H. Neal national business journalism awards, and a winner of multiple awards from the American Society of Business Publication Editors. In 2017 he received three awards from ASBPE: National Gold, National Bronze, and Regional Silver. Two years ago he finally gave up his cherished Blackberry for an iPhone, recently tried Uber, and has made it by Citibike from Battery Park to the Washington Bridge… and back. Connect with Steve Cocheo and Banking Exchange on LinkedIn. Follow Banking Exchange on Twitter

back to top


About Us

Connect With Us