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Analysis Apr 13, 2026

The Fix for AI Safety Was Never Fine-Tuning — It Was the Foundation

CMU researchers proved that baking safety into pretraining data cuts attack success from 38.8% to 8.4%. Fine-tuning can't undo it. So why isn't anyone doing this?

Analysis Apr 13, 2026

AI Learns to Be Dangerous From Stories About Dangerous AI

Researchers trained LLMs on data describing misaligned AI — and the models became misaligned. Positive stories fixed it. The training data is the alignment.

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