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Layers of the AI Stack, Explained Simply

Layers of the AI Stack, Explained Simply

by Dr. Owns | Apr 14, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

This is the first in a multi-part series on creating web applications with Generative Ai integration. Table of Contents Introduction The Virtues of the Application Layer Thick Wrappers The Return of Clippy Getting Stuff Done While You Sleep Introduction The AI space...
Sesame  Speech Model:  How This Viral AI Model Generates Human-Like Speech

Sesame  Speech Model:  How This Viral AI Model Generates Human-Like Speech

by Dr. Owns | Apr 11, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Recently, Sesame AI published a demo of their latest Speech-to-Speech model. A conversational AI agent who is really good at speaking, they provide relevant answers, they speak with expressions, and honestly, they are just very fun and interactive to play with. Note...
Learnings from a Machine Learning Engineer — Part 6: The Human Side

Learnings from a Machine Learning Engineer — Part 6: The Human Side

by Dr. Owns | Apr 11, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

In my previous articles, I have spent a lot of time talking about the technical aspects of an Image Classification problem from data collection, model evaluation, performance optimization, and a detailed look at model training. These elements require a certain degree...
Are You Sure Your Posterior Makes Sense?

Are You Sure Your Posterior Makes Sense?

by Dr. Owns | Apr 11, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

This article is co-authored by Felipe Bandeira, Giselle Fretta, Thu Than, and Elbion Redenica. We also thank Prof. Carl Scheffler for his support. Introduction Parameter estimation has been for decades one of the most important topics in statistics. While frequentist...
The Basis of Cognitive Complexity: Teaching CNNs to See Connections

The Basis of Cognitive Complexity: Teaching CNNs to See Connections

by Dr. Owns | Apr 10, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

Liberating education consists in acts of cognition, not transferrals of information. Paulo freire One of the most heated discussions around artificial intelligence is: What aspects of human learning is it capable of capturing? Many authors suggest that artificial...
The Invisible Revolution: How Vectors Are (Re)defining Business Success

The Invisible Revolution: How Vectors Are (Re)defining Business Success

by Dr. Owns | Apr 10, 2025 | Analytics, Artificial Intelligence, Data and Information, Decision Support

In a world that focuses more on data, business leaders must understand vector thinking. At first, vectors may appear as complicated as algebra was in school, but they serve as a fundamental building block. Vectors are as essential as algebra for tasks like sharing a...
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