Biology's Predictive Gaps

Published on June 15, 2025 at UTC

Diving into biology and drug design, I found that biology is about mapping a complex web of intertwined circuits and chain reactions. But unlike chemistry or physics, biology doesn't yet have the same predictive, mathematical frameworks. It's built on deep chemical and molecular knowledge, yet still lacks the formalism for truly predictive modeling seen in other sciences. AI is the prime candidate to close this gap and bring real predictiveness to biology.