Anthropic just ran their model against every deposited ribosome structure in existence.
Result? 240 structures fold in ways that violate every known force field.
11 of those flagged regions are at drug binding sites — meaning published research is built on atoms placed by software assumptions, not actual data.
Translation: A chunk of pharma research might be built on computational artifacts. The implications for drug development are massive.
This is why AI in biotech isn't hype — it's catching errors human validation missed for years.
Result? 240 structures fold in ways that violate every known force field.
11 of those flagged regions are at drug binding sites — meaning published research is built on atoms placed by software assumptions, not actual data.
Translation: A chunk of pharma research might be built on computational artifacts. The implications for drug development are massive.
This is why AI in biotech isn't hype — it's catching errors human validation missed for years.