Network

How a Neural Network Learned Its Own Fraud Rules: A Neuro-Symbolic AI Experiment

systems inject rules written by humans. But what if a neural network could discover those rules itself? On this experiment, I extend a hybrid neural network with a differentiable rule-learning module that mechanically extracts...

AI agents get their very own social network

Good morning, { AI enthusiasts }. What happens while you give one million AI agents their very own social platform? They create religions, mock their users, and begin asking for personal channels… While humans...

Teaching a Neural Network the Mandelbrot Set

Introduction set is probably the most beautiful mathematical objects ever discovered, a fractal so intricate that regardless of how much you zoom in, you retain finding infinite detail. But what if we asked a...

The Machine Learning “Advent Calendar” Day 18: Neural Network Classifier in Excel

Neural Network Regressor, we now move to the classifier version. From a mathematical viewpoint, the 2 models are very similar. In truth, they differ mainly by the interpretation of the output and the selection...

The Machine Learning “Advent Calendar” Day 17: Neural Network Regressor in Excel

are sometimes presented as black boxes. Layers, activations, gradients, backpropagation… it may feel overwhelming, especially when every thing is hidden behind model.fit(). We are going to construct a neural network regressor from scratch using Excel....

I Measured Neural Network Training Every 5 Steps for 10,000 Iterations

how neural networks learned. Train them, watch the loss go down, save checkpoints every epoch. Standard workflow. Then I measured training dynamics at 5-step intervals as an alternative of epoch-level, and all the...

From Reactive to Predictive: Forecasting Network Congestion with Machine Learning and INT

Context centers, network slowdowns can appear out of nowhere. A sudden burst of traffic from distributed systems, microservices, or AI training jobs can overwhelm switch buffers in seconds. The issue shouldn't be just knowing...

Learn how to Address the Network Security Challenges Related to Agentic AI

Agentic artificial intelligence (AI) represents the subsequent frontier of AI, promising to transcend even the capabilities of generative AI (GenAI). Unlike most GenAI systems, which depend on human prompts or oversight, agentic AI is...

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