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Book of the Month: “Data Structure Synthesis”

In June’s Book of the Month, we’re reading Doug Needham’s “Data Structure Synthesis.” The tagline on the book is “Boosting Productivity Through Data Structure Reuse.” Ultimately, the book is about combining the mathematical truths of set theory and applying that to data modeling, but all wrapped together in an adventure with the author.  Needham starts the […]

Deconstructing Knowledge Graphs and Large Language Models

While knowledge graphs (KGs) and large language models (LLMs) each offer distinct strengths, their full potential is most effectively realized when synergized in combination. LLMs bring powerful generative capabilities with broad understanding of language but lack structured context and factual grounding needed for consistent accuracy and reasoning. Knowledge graphs, on the other hand, provide a […]

Protecting Machine Learning Systems in the GenAI Era

As GenAI and machine learning (ML) become more widespread across industries, their high levels of adoption have created a major challenge: security. While every organization and IT team has its own security protocols and frameworks, many are starting to realize that traditional approaches aren’t enough when it comes to protecting themselves from the potential threats […]

Why Your Chatbot Is Underperforming – And the Must-Have Capabilities to Turn It Around 

More and more organizations are adopting generative AI (GenAI)-powered chatbots that have the power to streamline operations by automating repetitive tasks to improve efficiency and lead to faster, data-driven decisions. The capabilities of these chatbots to achieve greater accuracy are continually expanding, raising the standard for them to deliver more precise outputs that effectively harness […]

Analytics in the Trenches: Tactical Approaches for Robust Data Insights

Anyone who’s spent time in the analytics trenches knows that reading about data frameworks is one thing – building dashboards that influence boardroom decisions is another beast entirely. While the white papers and conference talks have their place, real impact happens on the ground, where teams are wrestling with messy datasets, inconsistent reporting tools, and ever-shifting […]