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AI Bias & Cultural Stereotypes: Effects, Limitations, & Mitigation

Unite.AI

In this article, we’ll look at what AI bias is, how it impacts our society, and briefly discuss how practitioners can mitigate it to address challenges like cultural stereotypes. What is AI Bias? AI bias occurs when AI models produce discriminatory results against certain demographics.

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IBM Consulting unveils Center of Excellence for generative AI

IBM Journey to AI blog

In 2023 alone, IBM Consulting has interacted with more than 100 clients and completed dozens of engagements infusing generative AI alongside classical machine learning AI strategies. IDC 1 estimates the AI Services market will grow from approximately $36 billion USD in 2023 to approximately $65 billion USD in 2026.

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Establishing an AI/ML center of excellence

AWS Machine Learning Blog

According to a McKinsey study , across the financial services industry (FSI), generative AI is projected to deliver over $400 billion (5%) of industry revenue in productivity benefits. As maintained by Gartner , more than 80% of enterprises will have AI deployed by 2026. It helps manage and scale central policies and standards.

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