Posts Tagged ‘Explainable AI’
The Gist of Data
All organizations need to plan how they use data, so that it is handled consistently for supporting business outcomes. Organizations succeeding at this consider every aspect of data – all possible metadata – to insure not only security and compliance but the extraction of maximum value from all information across the organization. Federal Times brought…
Read MoreThe Crucial Role of Data Quality in the Age of Artificial Intelligence
In the rapidly evolving landscape of artificial intelligence (AI), data quality stands as a cornerstone for success. The power and effectiveness of AI systems rely heavily on the quality of training data. As organizations increasingly harness the potential of AI to drive innovation and make data-driven decisions, the importance of maintaining high-quality data becomes paramount.…
Read MoreCan You Trust the Data?
Data is swiftly overtaking physical assets in terms of value to organizations. Keeping data safe, private, consistent, and of high quality is as important to enterprises today as maintaining factory machinery was in the industrial age. Tech Target brought this interesting topic to our attention in their article, “Enhance data governance with distributed data stewardship.”…
Read MoreThe AI Market
The progress of artificial intelligence (AI) models over the past few years has happened faster than anyone expected. It may be too fast. This interesting information came to us from New Scientist in their article, “How AI chatbots in search engines will completely change the internet.” One of the primary inhibitors to data science and ultimately…
Read MoreIn Context
Chatbots like GPT-4 use both great amounts of data and natural language algorithms, and they make predictions for the progression of words in sentences, such that real meaning reaches humans. They not only tap into a vast vocabulary and phraseology. They understand context. Through mimicking speech patterns and engaging based on an encyclopedic knowledge of…
Read MoreVirtual Assistants Looking Forward
The future of virtual assistants is expected to be characterized by several key trends and developments. Virtual assistants will continue to advance in their ability to understand and generate natural language. This includes better contextual understanding, recognizing nuances, and handling more complex conversational interactions. Digital Journal brought this topic to our attention in their article,…
Read MoreMachine Learning and Madison Avenue
The advertising industry has evolved considerably in the past century. Now diversified and modernized, the mid-century advertising ecosystems are disappearing. What caused this shift? There has been at least one tool that’s been especially vital to this evolution – artificial intelligence (AI). This interesting topic came to us from Ad Age in their article, “How…
Read MoreBusiness Intelligence from Data
As many data preparation and management tasks are 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 MoreMachine Learning’s Transformative Impact on Healthcare
The healthcare industry is undergoing a revolutionary transformation, largely thanks to the integration of machine learning into various aspects of patient care, diagnostics, and treatment. Machine learning has the potential to significantly enhance the efficiency, accuracy, and overall quality of healthcare services. This interesting subject came to us from News-Medical in their article, “Machine learning…
Read MoreTaxonomies in Healthcare
Researchers are striving to improve the interpretability of features such that decision makers will be more comfortable using the outputs of machine learning models. They have developed a taxonomy to help developers craft features that will be easier for their target audiences to understand. This interesting information came to us from Science Daily in their…
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