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Ex-OpenAI researcher bets $100 billion will flow into training data because scaling alone won't cut it

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Ex-OpenAI researcher bets $100 billion will flow into training data because scaling alone won't cut it

The Decoder · Jul 30, 2026, 6:07 PM UTC

Former OpenAI employee Andrew Ho and Cambridge researcher Adam Hunt see a growing problem with large language models. Instead of becoming more versatile, the models are becoming more specialized, excelling at coding and math while stagnating or even regressing in other areas.…