Category: Technical
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Computer Chip Manufacturing
In order for AI to achieve balance with the environment, we must look at the environmental impact of the manufacturing process. While we read about net-gains towards the environment or reduction in energy and water requirements, that’s during live usage. It doesn’t factor the computer chip manufacturing process. I’ll describe that here. Hybrid Chips –
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Machine Learning (ML)
Machine learning is the subset of artificial intelligence (AI) focused on algorithms that can “learn” the patterns of training data and, subsequently, make accurate inferences about new data. This pattern recognition ability enables machine learning models to make decisions or predictions without explicit, hard-coded instructions. Machine Learning Types – Most Common Supervised Involves training models
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Mechanistic Interpretability and Sparse Autoencoders
Mechanistic interpretability and sparse autoencoders will allow us to do something that to date we’ve not been able to accomplish. Debug the hidden layer of AI. Mechanistic interpretability and sparse autoencoders addresses this. Mechanistic Interpretability A new field of research has emerged called Mechanistic Interpretability (often called mech interp). In our new world of AI,
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AI Technical Flow Part 3
Part 3: Output We’ve arrived at the output. What you and I can see once the AI has processed our requests. The output not only consists of the generated response, but also shows a variety of output channels, or where the output gets routed to. What I like most about this flow is it’s iterative
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AI Technical Flow Part 2
Part 2 : Processing We’ll now take a look at part 2. Processing. It’s very easy to get lost in the complexity of what occurs here. I promised to keep my articles high level. This is no exception. To learn more about the mathematics involved, there are plenty of web-sites and books you can dive
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AI Technical Flow Part 1
Part 1 of 3: Input Let’s take a little mystery out of AI. I promised early on to keep it high level. This won’t be any different, except it will get a little more technical. Don’t worry, I won’t dive deeply into the algorithms involved, a little mystery will remain. Basic Technical Flow Modified Technical