One of our recent posts discussed the uptick in AI risks reported in SEC filings, as analyzed by Arize AI. There, we highlighted the importance of strong governance for mitigating some of these risks, but we didn’t address the specific risks identified in those SEC filings. We discuss them briefly here as they are risks
Governance, Risk, and Compliance
Can Your AI Model Collapse?
By Joseph J. Lazzarotti on
A recent Forbes article summarizes a potentially problematic aspect of AI which highlights the importance of governance and the quality of data when training AI models. It is called “model collapse.” It turns out that over time, when AI models use data that earlier AI models created (rather than data created by humans), something is…