Does anyone really know where AI training data comes from anymore? A lot of models are starting to train on synthetic data generated by other models⦠this creates a feedback loop where quality slowly degrades (model collapse). And in areas like healthcare or defense, thatās a serious issue, you canāt build critical systems on data you canāt verify. Thatās the gap @PerleLabs is going after. Theyāre building a verifiable AI data layer where datasets are created and reviewed by real human experts, with on-chain auditability. So instead of blindly trusting data pipelines, you can actually trace and verify what went into training. Their token $PRL just got added to Coinbaseās listing roadmap, and
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Does anyone really know where AI training data comes from anymore?
ā That Martini Guy āæ (@MartiniGuyYT) Mar 19, 2026
A lot of models are starting to train on synthetic data generated by other modelsā¦
this creates a feedback loop where quality slowly degrades (model collapse).
And in areas like healthcare or defense, thatās a serious issue, you canāt build critical systems on data you canāt verify.
Thatās the gapĀ @PerleLabs is going after.
Theyāre building a verifiable AI data layer where datasets are created and reviewed by real human experts, with on-chain auditability.
So instead of blindly trusting data pipelines, you can actually trace and verify what went into training.
Their tokenĀ $PRL just got added to Coinbaseās listing roadmap, and theyāre getting close to TGE.
Theyāve got a UGC campaign live too that you can get involved in. Check out the tagsĀ #PerleAI &Ā #ToPerle
Head to their Discord for more details.
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