There are warning signs that AI-generated data might enter model training from elsewhere, too. Machine-learning engineers have long relied on crowd-work platforms, ...

When AI Is Trained on AI-Generated Data, ... To understand this phenomenon better, we spoke to machine learning researchers Sina Alemohammad and Josue Casco-Rodriguez, ...

The potential for AI-generated data to result in model collapse, then, emphasizes the need to curate training datasets. “Filtering is a whole research area right now,” Dimakis told me.

Machine-generated text has been fooling humans for the last four years. Since the release of GPT-2 in 2019, large language model (LLM) tools have gotten progressively better at crafting stories ...

Basically, as an AI model cannibalizes AI-generated data, that AI model's outputs become increasingly bizarre, garbled, […] advertisement. Futurism.

At its core an LLM like GPT-3 is a heavily interconnected database of values that was generated from input texts that form the training data set. In the case of GPT-3 this makes for a database ...

“Machine generated, multi-way parallel translations not only dominate the total amount of translated content on the web in lower resource languages where MT is available; it also constitutes a ...

Machine-generated text has been fooling humans for the last four years. Since the release of GPT-2 in 2019, large language model ... In addition to creating the data set, ...