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How to Avoid Unintended (and Possibly Illegal) Bias in AI/ML Systems
After its August 2019 debut of its Apple Credit card, Apple and Goldman Sachs found themselves in an ethical AI/ML nightmare. Users pointed out what seemed to be a gender bias, with women apparently receiving lower credit limits than men.
Are You in the Dark About Your AI? Here’s Why That’s a Problem
In the domain of Artificial Intelligence (AI) and Machine Learning (ML), the call for transparency and interpretability is louder than ever. As AI systems become increasingly integrated into critical decision-making processes, the need for what is known as “Explainable AI” rises commensurately.
Why AI’s Unpredictability Might Be Its Biggest Asset
As the power of AI becomes a fundamental force in decision-making, strategy formation, and operational efficiency, it’s essential for decision makers to grasp the intricacies of AI behavior. One such intricacy is the concept of nondeterminism.
Get your Ninja On! Understanding the Ninja’s Tricks Used Against Your AI/ML Systems
It’s no secret the social and security implications of powerful AI capabilities are very concerning for policy makers and businesses alike. While many of these vulnerabilities focus on the worst case scenario somewhere between a Terminator and Matrix style future.
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Is Your AI Model Doomed to Fail? Why Your Testing Data Might Be Holding You Back.
The rapid evolution of artificial intelligence and machine learning (AI/ML) has ushered in a new era of technology, from personal assistants in our pockets to advanced data analytics informing business decisions. But the true powerhouse behind successful AI models isn’t necessarily the algorithms—it’s the data. In this exploration, we’ll delve into the importance, intricacies, and challenges of testing data in AI/ML.
The Wonderful World of AI /ML Models
Models, Models everywhere.. but what exactly are they? Understanding how AI/ML does what it does depends on understanding models. It might even save your life.. well not really… but definitely worth a read.