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Regression Discontinuity Design: How It Works and When to Use It

Regression Discontinuity Design: How It Works and When to Use It

by Dr. Owns | May 6, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Regression Discontinuity Design: How It Works and When to Use It You’re an avid data scientist and experimenter. You know that randomisation is the summit of Mount Evidence Credibility, and you also know that when you can’t randomise, you resort to observational data...
We Need a Fourth Law of Robotics in the Age of AI

We Need a Fourth Law of Robotics in the Age of AI

by Dr. Owns | May 6, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Artificial Intelligence has become a mainstay of our daily lives, revolutionizing industries, accelerating scientific discoveries, and reshaping how we communicate. Yet, alongside its undeniable benefits, AI has also ignited a range of ethical and social dilemmas that...
Retrieval Augmented Classification: Improving Text Classification with External Knowledge

Retrieval Augmented Classification: Improving Text Classification with External Knowledge

by Dr. Owns | May 6, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Text Classification stands as one of the most basic yet most important applications of natural language processing. It has a vital role in many real-world applications that go from filtering unwanted emails like spam, detecting product categories or classifying user...
How I Built Business-Automating Workflows with AI Agents

How I Built Business-Automating Workflows with AI Agents

by Dr. Owns | May 6, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

AI agents and automation are no longer just a trend — they are transforming how companies operate. In a previous article, I shared several case studies of AI Agents supporting the sustainability roadmaps of small, medium and large companies. AI Agents for...
The Total Derivative: Correcting the Misconception of Backpropagation’s Chain Rule

The Total Derivative: Correcting the Misconception of Backpropagation’s Chain Rule

by Dr. Owns | May 6, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

This article uses concepts from this brilliant paper. For a deeper understanding of the mathematics please refer to the paper. Here we try to present the math in a more intuitive and explicit way, with some important nuances highlighted. 1 Introduction Discussions...
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