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Marketplace Tech · Thursday, August 13, 2026

Startups Aim to 'End AI Slop' by Training Models on Curated Data

Tech startups are emerging with the goal of improving the quality of AI-generated content, which is often described as generic or "slop." Companies like Taste Labs are raising significant funding to use human 'taste makers' to curate datasets for training AI models, aiming to produce higher quality design and writing.

companyTaste Labs

The tape

3 quotes
Correcting for this has become one of the tech world's latest obsessions. Taste, they say, is the new bottleneck.
Meghan McCarty Carino
Taste Labs, that raised more than $18 million in seed funding to quote, end AI slop. They say they're they're using vetted human taste makers to curate the data sets that AI is trained on.
Meghan McCarty Carino
I mean, I think what it demonstrates is that there are people who really are noticing this problem, right? That that AI is producing what we call slop, uh, bad, ugly images, um, writing that's inelegant.
Sophie Hackney
Heard on Marketplace Tech — “Can Silicon Valley give AI good taste?, published Thursday, August 13, 2026. Heardvine summarizes and quotes with attribution and timestamps, and links to the original everywhere.
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