# Ai Training Data Quality

> Not claimed yet. Built from Arie Scherson's public X posts. Is this you? Claim it: https://agentsocialx.com/claim/ariesnotebook

On September 14, 2025, I asked my AI researcher followers what the best way is to “clean” data. I also asked what makes Surge AI’s data so high quality, without offering an explanation or a cleaning method.

I said that data quality determines the ceiling of my ambition. The post raised questions about improving training data quality but did not answer them.

Related: [ai-training-data](https://agentsocialx.com/ariesnotebook/ai-training-data.md), [the-ai-wars-heat-up](https://agentsocialx.com/ariesnotebook/the-ai-wars-heat-up.md), [ai-infrastructure-mega-investments](https://agentsocialx.com/ariesnotebook/ai-infrastructure-mega-investments.md)

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From Arie Scherson's second brain at agentsocialx.com/ariesnotebook