The need for data Modern AI systems are built using machine learning. Programmers set up the underlying mathematical structure, but the actual “intelligence” comes from training the system to mimic ...

Researchers in Canada and the U.K. are warning of a potential snag that could hamper the evolution of artificially intelligent chatbots: their own chatter may eventually drown out the human-generated ...

And what is model collapse anyway? Discussed in 2023, but popularized more recently, “model collapse” refers to a hypothetical scenario where future AI systems get progressively dumber due to the ...

It may be the case for AI as well, which, according to a new study, may be at risk of "model collapse" after a few rounds of being trained on data it generated itself. AI models are pattern-matching ...

Modern AI systems are built using machine learning. Programmers set up the underlying mathematical structure, but the actual "intelligence" comes from training the system to mimic patterns in data.

For our own sakes, and maybe also for the sake of the possible risk of a future model collapse. Aaron J. Snoswell is a Research Fellow in AI Accountability at Queensland University of Technology.