LAION-5B, a large artificial intelligence data set used to train several popular text-to-image generators, was found to contain child sexual abuse material. A widely-used artificial intelligence data ...
It’s an open secret that the data sets used to train AI models are deeply flawed. Image corpora tends to be U.S.- and Western-centric, partly because Western images dominated the internet when the ...
A new tool, Data Provenance Explorer, lets users pick through the questionable provenance of many large data sets used for AI training. A new online tool allows users to identify, track and learn ...
Massive training datasets are the gateway to powerful AI models — but often, also those models’ downfall. Biases emerge from prejudicial patterns concealed in large datasets, like pictures of mostly ...
Purpose: Is used to train the machine learning model. Function: Think of it as the study material for the model. It provides examples and patterns for the model to learn from and build its internal ...
Artificial intelligence (AI) models—specifically, generative AI (GenAI) models—are becoming increasingly relevant for today’s businesses, yet many questions remain about how such models work and how ...