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Formulation of Feature Circuits with Sparse Autoencoders in LLM

Formulation of Feature Circuits with Sparse Autoencoders in LLM

by Dr. Owns | Feb 19, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Large Language models (LLMs) have witnessed impressive progress and these large models can do a variety of tasks, from generating human-like text to answering questions. However, understanding how these models work still remains challenging, especially due a...
Zero Human Code: What I Learned from Forcing AI to Build (and Fix) Its Own Code for 27 Straight Days

Zero Human Code: What I Learned from Forcing AI to Build (and Fix) Its Own Code for 27 Straight Days

by Dr. Owns | Feb 19, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

27 days, 1,700+ commits, 99,9% AI generated code The narrative around AI development tools has become increasingly detached from reality. YouTube is filled with claims of building complex applications in hours using AI assistants. The truth? I spent 27 days building...
Data Scientist: From School to Work, Part I

Data Scientist: From School to Work, Part I

by Dr. Owns | Feb 19, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Nowadays, data science projects do not end with the proof of concept; every project has the goal of being used in production. It is important, therefore, to deliver high-quality code. I have been working as a data scientist for more than ten years and I have noticed...
How to Fine-Tune DistilBERT for Emotion Classification

How to Fine-Tune DistilBERT for Emotion Classification

by Dr. Owns | Feb 18, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

The customer support teams were drowning with the overwhelming volume of customer inquiries at every company I’ve worked at. Have you had similar experiences? What if I told you that you could use AI to automatically identify, categorize, and even resolve the most...
Learning How to Play Atari Games Through Deep Neural Networks

Learning How to Play Atari Games Through Deep Neural Networks

by Dr. Owns | Feb 18, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

In July 1959, Arthur Samuel developed one of the first agents to play the game of checkers. What constitutes an agent that plays checkers can be best described in Samuel’s own words, “…a computer [that] can be programmed so that it will learn to play a better game of...
Honestly Uncertain

Honestly Uncertain

by Dr. Owns | Feb 18, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Ethical issues aside, should you be honest when asked how certain you are about some belief? Of course, it depends. In this blog post, you’ll learn on what. Different ways of evaluating probabilistic predictions come with dramatically different degrees of “optimal...
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