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Adam Lieberman

Exploring Gen AI use cases in financial services

With the explosion of Gen AI in recent times, financial services organizations are looking to harness the technology to its fullest potential. Early forms of generative AI have been used across th

28 May 2024
Artificial Intelligence and Financial Services
Adam Lieberman

Which Gen AI use cases are emerging as the most popular?

Generative AI made a huge impact in 2023 – with the majority of financial services recognizing its potential to offer wide-ranging benefits and moving quickly to start exploring its implementation wit...

04 Jan 2024
Artificial Intelligence
Adam Lieberman

How Web3 is driving social and financial empowerment

In recent years, Web3 has been put forward as the most significant democratic revolution in the digital space. With big tech monopolies governing the exchange and monetisation of information today, th...

31 May 2023
Decentralized Finance (DeFi)
Adam Lieberman

Why PySyft is the open-source hero technology the world needs

Data is the most valuable resource we have today when it comes to solving our greatest challenges. With the right data, and enough of it, there is no limit to the compelling use cases we can create. I...

10 Oct 2022
Data sharing
Adam Lieberman

Fairness and freedom: The value of machine unlearning in financial services

Today, businesses rely on predictive models for a multitude of reasons. At the very least, they enable novel insights that can streamline internal processes; at the most, they are essential drivers of...

17 May 2022
Artificial Intelligence and Financial Services
Adam Lieberman

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 coll...

19 Oct 2021
Artificial Intelligence and Financial Services
Adam Lieberman

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 m...

31 Aug 2021
Artificial Intelligence and Financial Services
Adam Lieberman

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 data...

28 Jul 2021
Artificial Intelligence and Financial Services
Adam Lieberman

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 yea...

25 May 2021
Artificial Intelligence and Financial Services
Adam Lieberman

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...

11 Mar 2021
Artificial Intelligence and Financial Services
Adam Lieberman

Is synthetic data the key to the next data boom in financial services?

Across industries, data is recognised as an organisation’s most valuable asset. From data comes knowledge and new insights that can be used to improve every function of a business, from new and better...

27 Nov 2020
Artificial Intelligence and Financial Services

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