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The biggest bottleneck in AI was never the model.
The biggest bottleneck in AI was never the model. It's that the world can't give it enough to learn from.

Peter Lin
Jun 123 min read


Apotek: Transforming Biological Signals into Clinical Pipelines through Asset Redevelopment
A modular, evidence-grounded framework for rescuing, re-engineering, and accelerating biopharma assets Key Takeaways Blind Spots of Brute Force: Asset redevelopment significantly compresses clinical timelines but capturing this economic premium requires integrating heterogeneous biological, chemical, and clinical evidence into decision-ready evidence packages that conventional empirical screening cannot efficiently produce at scale. TechBio Differentiation: While generic AI

Jack Li
Jun 128 min read
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