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AICA / Silicon Valley·Ranked Thursday, July 23, 2026

AI-redesigned starting points and outcomes enhance protein evolution

AI-redesigned enzyme-evolution workflow achieves improved protein properties versus natural baselines.

AI-redesigned starting points and outcomes enhance protein evolution

A workflow using artificial intelligence-redesigned starting points to evolve enzymes with improved properties compared with those evolved from natural proteins is established.

AI score breakdown

#31 that day2.60/ 10
Technology breakthrough · weight 30%5/10
Economic impact · weight 25%2/10
Job impact · weight 20%1/10
Regional relevance · weight 15%2/10
Policy & geopolitics · weight 10%1/10

Composite is the weighted sum of the five dimensions. How scoring works →