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Tag Archives | AI

AI-standards-lessons

Four AI Standards Lessons To Consider

When it comes to designing ethical artificial intelligence (AI) systems, developers usually have the best intentions. However, problems often occur when developers fail to follow their intentions, what’s dubbed the “intention-action gap.” To avoid this, a new report from the World Economic Forum and the Markkula Center for Applied Ethics at Santa Clara University, titled […]

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Is “Liquid Learning” the Next Revolution in Machine Learning? 

A new type of machine learning known as “liquid learning” can rapidly adapt to changes in its data stream and environment, rather than only learning while it’s being trained. Developed by MIT researchers, the technology represents a potential major breakthrough in artificial intelligence (AI).  Liquid learning utilizes algorithms that can transform their underlying equations, which […]

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Machine Learning vs. Deep Learning: What’s the Difference?

In recent years, artificial intelligence (AI) applications have exploded in popularity. A few examples include text editors, facial recognition systems, digital assistants, and much more. Simply put, AI is the ability for machines to perform tasks that require a certain level of intelligence. As an overarching branch of computer science, AI contains a number of […]

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machine-learning-weakness

Machine Learning Boasts Big Promises, But Still Contains a Major Weakness

Recently, MIT researchers used machine learning—computer algorithms that automatically learn and get better over time—to predict that a number of COVID-19 vaccines currently in development may not adequately protect people of Black and Asian descent. In a study published in late November, the researchers say their machine learning models predicted the likelihood of vaccines properly […]

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Four Steps Organizations Can Take To Establish AI Standards

Artificial intelligence (AI) is evolving rapidly. According to multinational professional services company, Accenture, businesses spent $306 billion USD on AI applications over the past three years. Despite the advancement of AI, there are currently no specific ethical regulations around the technology—though some governments, including the European Union, are working to establish them. Meanwhile, many organizations […]

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Five Major Ethical Challenges AI Developers Should Consider

Artificial intelligence (AI) is on the rise, but many developers aren’t prepared to deal with the ethical challenges it poses, according to a new report from the consulting firm Capgemini titled  “AI and the Ethical Conundrum: How organizations can build ethically robust AI systems and gain trust.”  The report is based on an international survey […]

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How Can Organizations Ensure Their AI Systems Are Ethical?

Artificial intelligence (AI) applications are rapidly expanding, and so are the various threats they pose. From algorithms with embedded racial biases to “black box” systems that give humans no insight into an AI’s decision making process, it’s becoming increasingly clear that AI developers need to take steps to mitigate the risks. AI “Ethics-As-A-Service” Google plans […]

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