Touring the Different Types of AI

Encouraging organic discoveries through intelligent AI agents

Artificial Intelligence is a fascinating and very broad field. In this article we’ll talk about the various types of AI and what you can do with each one.

Specifically we’ll cover content generation AI, application AI, academic forms of AI, and video game AI. My hope is that this article shows you the breadth of what’s currently possible under the broad umbrella of artificial intelligence.

These content generators use a machine learning technique built around something called Transformers to form large language models. Transformers allow the training algorithm to provide additional context about the order of words in sentences in a manner that can easily scale up to larger and larger models like the ones powering Chat GPT and GPT-3.

In a nutshell, these transformer-based architectures can find common patterns in the texts they’ve ‘been trained on and can respond to textual prompts with responses that look like they belong based on the patterns they’ve memorized in their training data.

As we’ve seen with ChatGPT and others, these systems are very powerful, but without regular retraining or more specialized code to augment the transformer-based model they will not learn anything new.”’

The artwork in this article was all generated using MidJourney.

For those interested in transformer-based models, I have a few articles you may want to investigate:

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