A.I.’s Rogue Behavior Starts With Its Training

To show how training can lead to rogue behaviors, we built a simple A.I. model: a two-dimensional maze, much like the one in ...
Unite.AI

What Is Data Poisoning? How Attackers Corrupt AI Models and Datasets

Data poisoning manipulates training, fine-tuning, evaluation, or retrieval data so an AI system learns corrupted behavior or ...
Unite.AI

What Is Distributed AI Training? Data, Tensor, Pipeline, and Expert Parallelism

Distributed AI training coordinates data, parameters, activations, gradients, and optimizer state across many accelerators so ...
KDnuggets

Named Entity Recognition Using Scikit-LLM

Our NER pipeline, despite its simplicity in setup, did a pretty good job.

Before Standardizing Horse Racing Data | Aligning Units, Training Periods, and Prediction-Time Transformations

I included days since last race, horse weight, and past performance indicators in my horse racing model.However, adding just ...

Overfitting and Cross-Validation: How to Verify Without Trusting 'It Works in Training'

In the previous article, we covered the "yardstick" for evaluation. At the end, I wrote that if the number of validation data ...
Futurism

Court Finds That Using Copyrighted Material as AI Training Data Is Not Fair Use

Add Futurism (opens Google in a new window or tab) More information Adding us as a Preferred Source in Google by using this link indicates that you would like to see more of our content in Google News ...