The 2021.AI Blog
Get inspiration and read more about important trends & news from the world of Data & AI.
How to combat fraud in Banking
Fraud is a growing problem across many industries and banking is certainly no exception. Whether internal or external, all banking institutions should be aware of the potential risks as well as sources of fraud within their organizations.
Why AI Governance is critical for Automation Projects
AI is increasingly becoming the focal point of RPA, but RPA initiatives lack a focus on AI governance. That is a potential business risk!
How to overcome the challenges of productionizing AI
Putting AI models in production is notoriously tricky, and the challenges have many different nuances. This blog post summarizes the fundamental difficulties of productionizing AI models and how we, at 2021.AI, accommodate these on...
Three areas of focus in AI for business managers
At some stage over the next ten years, the average leader will be responsible for a business area where they are responsible for several employees, a dynamic evolving data platform, and several intelligent algorithms. All managers...
Structural Bias in AI Models
Twitter recently came under fire due to structural bias in their cropping algorithm used to crop photos for the Twitter feed. Twitter optimizes the cropping of images displayed on the feed so that what the thumbnail version of a...
Disparate impacts in AI implementations
Every day, more and more decisions are made across the enterprise, and many of these decisions are made by algorithms within AI systems. Humans can unconsciously bring biases into their decision-making, and we must ensure that these...
Fairness in AI
Bias in AI is and remains an increasing phenomenon. To overcome bias, you need to apply the aspect of fairness. This article will examine the legal frame, looking into specific nuances of fairness in AI. It is not an exhaustive...
AI is a game changer for how we work
There is no doubt that AI is a game-changer. Both when it comes to how we live and work. However, for many organizations and companies, the greatest challenge is understanding the full impact that AI will have on how we think about and design how we will work in the future.
The need for explainable AI
Most blogs, papers, and articles within the field of AI start by explaining what AI is. I will assume that the reader of this piece knows more about AI than what would be possible to put into one paragraph, but for the sake of...