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890 The Enigma of the Data Labeling Startup Explosion

The Information
Stephanie Palazzolo @ The Information · 04/14/2026 10:52 EDT

If you’re like me, you’ve been watching the explosion of data labeling and reinforcement learning environment startups with a mix of confusion and awe. These companies, which hire experts in fields like medicine, law and software engineering and build fake copies of apps like Salesforce and Excel to produce training data for AI models, are rapidly growing both in terms of revenue and valuations. But their moment in the sun may soon be about to pass.These startups seem to lack any sort of long-term defensibl

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