Posts Tagged ‘Explainable AI’
High Stakes
Since machine learning models are imperfect, people must understand when to believe a model’s predictions in high-stakes situations. MarkTechPost brought this interesting news to our attention in their article, “MIT researchers have developed a new technique that can enable a machine learning model to quantify how confident it is in its predictions.” Robust machine learning…
Read MoreUsing Natural Language Processing in the Digital World
The concept of information overload has long a been a reality, even before the digital age. It was first attributed to Professor Bertram Gross over 50 years ago when he defined it as being directly proportional to a reduction in decision quality. Think about that for a moment. It isn’t just that we have too…
Read MoreDoing Business in a Digital World
Business is more digital than ever, and small- and medium-sized businesses are finding new ways to optimize their operations with artificial intelligence (AI) tools. Businesses can manage and improve products, automate services, and be proactive with customer data using AI. This interesting topic came to us from Inc. in their article, “What Do Small Business…
Read MoreMachine Learning in Our Daily Lives
The field of machine learning continues to evolve, and there is no denying its impact on society and various aspects of our lives. It has never been more important for practitioners and innovators to consider a broader range of perspectives when building machine learning models and applications. This interesting topic came to us from The…
Read MoreLearning Technology
Deep learning is a machine learning technique that teaches computers to do what comes naturally to humans – learning by example. Venture Beat brought this information to us in their article, “This is what makes deep learning so powerful.” Deep learning is a key technology behind driverless cars, enabling them to recognize a stop sign…
Read MoreThe Power of Data
Those who hold data have the potential to control many things. Data can be diffuse, hard to track, and nearly impossible to regulate, which poses myriad challenges. This interesting topic came to us from Deseret News in their article, “Perspective: The dark side of AI.” Big data companies have poured billions into research to bring technology…
Read MoreHow Research is Improved by Virtual Reality
Virtual reality (VR) is a technology that opened many doors for researchers and entrepreneurs. There are countless examples of scientists using this new technology either to develop it further or to experiment with various attempts at its application. Science News brought this interesting information to us in their article, “Virtual and augmented reality: Researchers pioneer process to…
Read MoreData and Business Intelligence
As many data preparation and management tasks get automated, insight generation and action are the next likely targets for automation. Tech Target brought this topic to us in their article, “Automation, more security and governance next big BI trends.” Business intelligence (BI) is about taking proactive decisions to pull together information that answers questions about…
Read MoreLeaving AI at Work
Work has changed and not simply due to the pandemic. Well before COVID-19, technology was improving at an accelerating rate and impacting how we work, especially with regard to remote work. Venture Beat brought this topic to our attention in their article, “How AI and decision intelligence are changing the way we work.” With new…
Read MoreEmerging Tech and Information Management
The popularity of artificial intelligence (AI) and the expansion of cloud computing is leaving an impression in the information management world. Using AI in the cloud can improve cloud performance and efficiency while driving digital transformation in enterprises. The Scholarly Kitchen brought this interesting information to our attention in their article, “Guest Post — Leveraging…
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