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The biggest risk to modern AI isn’t scale , it’s data degradation.
As models increasingly train on synthetic outputs,
signal quality drops and errors compound over time.
This creates a long-term challenge:
how do you preserve accuracy as AI scales?
Check thread 👇 @PerleLabs
DQUÈÈN 👑@DbillonQueen
Let's talk more about what @PerleLabs is building here’s a quick breakdown thread 🧵 AI systems are only as reliable as the data they are trained on Yet, much of today’s data is inaccurate, biased, or low-quality
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