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Artificial Intelligence and Financial Services

Artificial Intelligence and Financial Services

Retired Member

Retired Member 

Inverting the Alternative Data Pyramid

Integrating alternative data into the investment process is the future of portfolio management, yet the practice of identifying valuable, non-traditional data sets is age old. Some call it fundamental analysis, like interviewing customers about a company’s product. Others call it plain smarts, like using satellite imagery to measure crop yields ...

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Sray Agarwal

Sray Agarwal Specialist - AI and ML at Publicis Sapient

Fair AI: How to Detect and Remove Bias from Financial Services AI Models

Artificial intelligence (AI) and machine learning (ML) promise a smarter, more automated future for everyone. But the algorithms that underpin these technologies are at risk of bias, a substantial threat that could undermine their entire purpose. What exactly is AI bias, why is it important for financial services (FS) firms to avoid it and how can ...

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