Latest opinions that Adam Lieberman has shared on Finextra

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Adam Lieberman

Chief AI Officer

Finastra

Member since

26 Nov 2020

Location

Atlanta

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Adam's opinions

The hidden causes of algorithmic unfairness

Having covered the importance of defining algorithmic fairness in an earlier article, I would now like to discuss the factors that can lead to model unfairness in more detail. Data and Bias Data collection is an amazing and fascinating field of study and there is a real science to collecting and maintaining high-quality datasets. There are also ma...

19 October 2021 /inclusion /predictions Artificial Intelligence and Financial Services

The past, present, and future of AI in financial services

As the use cases for AI in financial services continue to grow and deliver value for organizations and customers alike, I’d like to provide some insight on where I think the technology is delivering most value at the moment, and also where I think we are headed. Firstly, though, a little on how far we’ve come. Many people don’t realize that AI has...

31 August 2021 /retail /predictions Artificial Intelligence and Financial Services

The importance of defining fairness for decision-making AI models

Defining fairness is a problematic task. The definition depends heavily on context and culture and when it comes to algorithms, every problem is unique so will be solved through the use of unique datasets. Algorithmic fairness can stem from statistical and mathematical definitions and even legal definitions of the problem at hand. Furthermore, if ...

28 July 2021 /retail /predictions Artificial Intelligence and Financial Services

Why fairer AI is essential for long-term survival

An important consideration for data scientists, businesses, and society as a whole, today centres on how we might establish AI as an indisputable and indispensable force for good in the world. For years, we have seen stories of bots and machines taking over the job market, discriminatory facial recognition technology, and few of us will forget the...

25 May 2021 /retail /inclusion Artificial Intelligence and Financial Services

The benchmarking breakdown: why your competitors aren’t your competitors

Benchmarking is an incredibly useful tool. It allows organizations to measure themselves against their main competitors and identify key areas they thrive in as well as areas in which they are lacking. But, identifying your main competitors is a task within itself. For example, when it comes to incumbent banks, the major competitors in the market ...

11 March 2021 /retail /predictions Artificial Intelligence and Financial Services