Perle Labs(@PerleLabs):Data quality is only part of the equation. When AI is being trained and evaluated, there are a few questions worth asking: - Can each contribution be traced? - Who contributed the data? - Was their domain expertise verified? - Is there a verifiable audit trail of how it was produced and validated? For high-stakes AI, “high-quality” data isn’t enough. It needs to be expert-validated, traceable, and auditable.

Perle Labs

@PerleLabs

Building the sovereign intelligence layer for AI. $17.5M backed by @hiFramework, @coinfund, @HashKey_Capital, and more. Supported by @PerleFDN.

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Perle Labs@PerleLabs

2026.08.10 16:00

Data quality is only part of the equation. When AI is being trained and evaluated, there are a few questions worth asking: - Can each contribution be traced? - Who contributed the data? - Was their domain expertise verified? - Is there a verifiable audit trail of how it was produced and validated? For high-stakes AI, “high-quality” data isn’t enough. It needs to be expert-validated, traceable, and auditable.