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How to Make Generative AI Work for Natural Language Queries

Read more about author David Mariani. As businesses increasingly rely on data-driven decision-making, the volume and complexity of data within enterprises have grown exponentially. However, processing this data and deriving actionable insights remains challenging due to the reliance on human analysts. The explosion in interest surrounding text-to-SQL (T2SQL) solutions and the capabilities of large language models (LLMs) like ChatGPT have presented a promising avenue to address these bottlenecks. However, even…

The AI Chasm: Bridging the Divide Between Research and Real-World Applications

Read more about author Srinivasa Bogireddy. Imagine a world where AI can accurately predict earthquakes, giving us precious time to save lives. Yet, the same technology struggles to understand essential voice commands through your home assistant during a noisy family dinner. This striking dichotomy between the potential of cutting-edge AI research and its often underwhelming real-world applications underscores a significant yet frequently overlooked gap. As we stand on the brink…

Mind the Gap: Ask for Business Actions, Not Business Value

Read more about author Mark Cooper. I’m not sure I know anyone in the data and analytics field whose platform doesn’t face budget scrutiny. Analytics is expensive. And when cost-cutting is the order of the day, analytics is a big target. Up shields. Time for another business value inventory. I’ve spoken with consultants who have completed analytics business value inventories at several different companies, and I’ve done a few myself. Each…

Chief Officers: Do You Know What Your Data is Costing You?

Read more about author Benjamin Henry. CXOs this year have witnessed a rollercoaster economy amid plenty of turbulent events – from ongoing inflation affecting consumer spending to large stock market swings, major overseas conflicts, and the uncertainties of an election year. Not surprisingly, the economic forecast remains murky at best. According to a CNBC CFO survey, CFOs seem to agree that inflation will remain elevated into 2026 and 54% say…

Recent Articles

Fundamentals of Data Preparation

tadamichi / Shutterstock Data is often called the raw material of the information age, and it does share characteristics with the resources that power other industries. For example, imagine trying…

Large Language Models 101

Krot_Studio / Shutterstock Large language models (LLMs), built on the transformer architecture of deep learning, are designed to process very high volumes of textual data at a high speed. LLMs…

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