AI’s potential enchants experts across all industries. For customer support specialists, generative AI solutions have improved productivity by up to 35%. For software developers, AI can handle mundane tasks like repetitive coding and automated deployment, enabling engineers to focus on essential quality-of-code updates…
From Neural Networks to Transformers: The Evolution of Machine Learning
Foundation models like large language models (LLMs) are a vast and evolving subject, but how did we get here? To get to LLMs, there are several layers we need to peel back starting with the overarching topic of AI and machine learning. Machine learning is within AI and it’s simply the process of teaching computers to learn from and make decisions based on data…
How AI Graph Databases Are Empowering the Business with Better Insights (Part Two)
In the dynamic landscape of data-driven decision-making, businesses are turning to the transformative power of AI graph databases to unlock unparalleled insights. This cutting-edge technology is reshaping the way organizations harness and analyze interconnected data, paving the way for more informed, strategic, and agile business strategies.
In the first part of this blog series, we discussed…
Building Trust in the Digital Age: The Role of Data Verification
Data has famously been referred to as the “new oil,” powering the fifth industrial revolution. As our reliance on data-intensive sectors like finance, healthcare, and the Internet of Things (IoT) grows, the question of trust becomes paramount. Trust is a multifaceted issue when dealing with data and events, and one core component is data verification. […]
2024 Predictions in AI and Natural Language Processing (NLP)
While we were right at the dawn of generative AI this time last year, we didn’t predict quite the profound impact and seismic shift it would create around the world with the introduction of ChatGPT. In our set of 2023 predictions, we did note the potential effect of LLMs, with research showing their ability to self-improve, […]
Reimagining Data Strategy to Unlock AI’s Potential
Data: The currency powering the modern digital economy. In a world generating 3.5 quintillion bytes of data every day, one reality is clear – we’re surrounded by a sea of information. While this abundance of data presents immense opportunities, businesses often struggle to fully capitalize on its potential for informed decision-making and strategic insights.
Consider this. While data is perhaps every company’s most valuable asset for enabling a growth-driving customer experience…
Organizations Are Underutilizing Their Data – Here’s Why (and How to Fix It)
The mainstreaming of predictive analytics and generative AI has brought Data Management into focus. Artificial Intelligence both runs on and produces a vast amount of data that must be effectively managed, governed, and analyzed. However, a recent survey of 1,000 North American executives revealed that organizations aren’t quite up for the challenge.
Many companies are not prepared to implement AI or other technologies into their existing IT infrastructure and workforce in a timely manner…
Why Organizations Are Transitioning from OpenAI to Fine-Tuned Open-Source Models
In the rapidly evolving generative AI landscape, OpenAI has revolutionized the way developers build prototypes, create demos, and achieve remarkable results with large language models (LLMs). However, when it’s time to put LLMs into production, organizations are increasingly moving away from commercial LLMs like OpenAI in favor of fine-tuned open-source models. What’s driving this shift, and why are developers embracing it? The primary motivations are simple…
AI’s Massive Growth Puts Retail Data in the Spotlight
023 was an incredible year in the development of artificial intelligence (AI). With the massive adoption of technologies like ChatGPT, millions of people are now uncovering new ways to use AI to create content, including email, video animation, and even code.
Since its first debut to the public in 2022, generative AI has dominated headlines and conversations about its potential impact on nearly every aspect of business and life…
Data Centers and the Climate Crisis: A Problem Hiding in Plain Sight
According to an article from the United States Environmental Protection Agency (EPA) titled “Sources of Greenhouse Gas Emissions,” here’s where the U.S. stood with greenhouse gas emissions. The biggest offender? Our love for travel. Cars, trucks, planes, and the like, basically anything that guzzled gas or diesel, contributed 28% to the emissions. Almost all of […]