What Is AI Model Collapse?

AI is trained mainly on data from the internet. But as AI continually generates new content, published onto the internet. AI is now consuming other AI-generated data. With AI both producing and consuming data, the internet could overflow with content produced mainly by AI.

There is a growing risk that 1 AI will begin to consume its own published data, causing an unintentional feedback loop.??The New York Times. "When generative AI is trained on its own content, its output can also drift away from reality." causing model collapse.

Output from AI is already polluted with biases, inaccuracies, and what could be even classified as dangerous output. This is being fed back into AI to produce even more inaccuracy, and so further drifts away from reality.

Could SES be affected from the same AI model collapse? The is answer is No. SES builds new and complete functions by leveraging your existing functions. Unlike other AIs, SES does not learn directly??from the internet and so cannot suffer from AI model collapse. The user can feed data provided from the internet, but critically, the user remains in control of this process, thus ensuring a stable and healthy AI model.

If you are interested to learn more or discuss anything connected to AI code generation, contact me at [email protected], or visit our website at www.selfevolvingsoftware.com