by Dr. Owns | Apr 23, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
The recent launch of the DeepSeek-R1 model sent ripples across the global AI community. It delivered breakthroughs on par with the reasoning models from Meta and OpenAI, achieving this in a fraction of the time and at a significantly lower cost. Beyond the headlines...
by Dr. Owns | Apr 23, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
I was a researcher fifteen years ago. A PhD candidate doing Research for long days. I was swamped with many articles, annotations, emails, bookmarks, etc. When I found a citation manager tool, Mendeley, I felt so relaxed. It was like I had control over the process...
by Dr. Owns | Apr 23, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Cybersecurity leaders are being asked impossible questions. “What’s the likelihood of a breach this year?” “How much would it cost?” And “how much should we spend to stop it?” Yet most risk models used today are still built on guesswork, gut instinct, and colorful...
by Dr. Owns | Apr 23, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Introduction Let’s start with a simple example that will appeal to most of us. If you want to check if the blinkers of your car are working properly, you sit in the car, turn on the ignition and test a turn signal to see if the front and rear lights work. But if the...
by Dr. Owns | Apr 22, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Feature Selection is the process of selecting an optimal subset of features from a given set of features; an optimal feature subset is the one which maximizes the performance of the model on the given task. Feature selection can be a manual or rather explicit process...
by Dr. Owns | Apr 22, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support
Not long ago, a cooperation partner casually approached me with an AI use case at their organization. They wanted to make their onboarding process for new staff more efficient by using AI to answer the repetitive questions of newcomers. I suggested a practical chat...
