Just about everyone in tech agrees that generative AI is poised to hit the business world like a tidal wave. There’s less agreement about when the transformation will occur, and how generative AI will be harnessed to boost profitability. A survey of chief data officers conducted in the second half of 2023 by Amazon Web Services (AWS) found that […]
12 Key AI Patterns for Improving Data Quality (DQ)
AI is the simulation of human intelligence in machines that are programmed to think, learn, and make decisions. A typical AI system has five key building blocks [1]. 1. Data: Data is number, characters, images, audio, video, symbols, or any digital repository on which operations can be performed by a computer. 2. Algorithm: An algorithm […]
Automation and AI: Achieving Success Within IaaS
Within the Infrastructure as a Service (IaaS) industry, the adoption of advanced automation technology into data center operations marks a key shift in the technological transformation of IaaS. For data centers aiming to maximize efficiency and minimize human error, implementing advanced automation is a step toward achieving incomparable responsiveness and scalability. In this constantly evolving […]
Unlock the Power of Structured Data Through Conversational AI
Data is often heralded as “the new oil” because of its ability to be a competitive advantage. But how can organizations grapple with the deluge of data being generated at breakneck speeds, much less turn it all into a competitive advantage? One solution lies in enabling conversational interactions with structured data. Imagine leveraging AI tools, similar […]
The Role of AI in Developing Green Data Centers
In an era where sustainability is the focus, green data centers stand as pillars of strength behind the mass protest against environmental degradation. These facilities, designed for efficiency and a minimal ecological footprint, reduce energy consumption and minimize greenhouse gas emissions. By harnessing renewable energy sources, advanced cooling technologies, and optimized server utilization, green data centers […]
Demystifying AI: What Is AI and What Is Not AI?
In recent months, particularly following the release of ChatGPT, there has been an unprecedented surge in interest surrounding artificial intelligence (AI). This heightened attention spans across a multitude of sectors, including business enterprises, technology companies, venture capital firms, universities, governments, media outlets, and more. As the interest in AI is intensifying, some companies have even […]
Maximizing AI’s Potential: High-Value Data Produces High-Quality Results
With the rapid development of artificial intelligence (AI) and large language models (LLMs), companies are rushing to incorporate automated technology into their networks and applications. However, as the age of automation persists, organizations must reassess the data on which their automated platforms are being trained. To maximize the potential of AI using sensitive data, we […]
How a Neuro-Symbolic AI Approach Can Improve Trust in AI Apps
As a cognitive scientist, I’ve been immersed in AI for more than 30 years – specifically in speech and natural language understanding, as well as machine-based learning and rule-based decision-making. Progress in our field is always uneven, unfolding in fits and starts. Those of us in the AI field have witnessed multiple “AI winters” over the […]
Building AI Literacy in Your Organization
AI applications are used across industry sectors – in business data analysis, healthcare, finance, and even in personalized learning experiences. However, the concept of “AI literacy” goes beyond a mere understanding of AI technologies. It’s about critical thinking and interpreting the world around us through AI technologies. It’s about understanding how AI systems work and being capable of evaluating […]
How AI Tools Can Help Organizations Maximize Their Enterprise Knowledge
AI and machine learning can be revelatory for organizations inundated with a sea of data and grappling to find ways to generate meaningful insights from it. AI tools help identify patterns and trends within large datasets that are often challenging for humans to discern. These tools can be trained to make predictions based on historical […]