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From Explainable to Contestable AI: Lessons from Medical AI Ethics for Drug Discovery

Challenging AI In drug discovery, an AI-generated target ranking can influence experiments, portfolio choices and capital allocation long before a candidate enters clinical development. The...

From Generation to Discrimination: A New Lens on AI in Drug Discovery

Artificial intelligence is rapidly lowering the cost of generating plausible hypotheses in drug discovery. Models can nominate targets, integrate biological and chemical data, design...

AI-Enabled RNA Therapeutics and Metabolite-Depleting Aptamer Design

RNA-based medicines have developed into a broad therapeutic platform. Clinically established modalities include antisense oligonucleotides, small interfering RNAs, messenger RNAs that direct transient protein...

How AI is Reshaping Biomarker Discovery in Drug Development

Biomarker discovery lies at the heart of the translational gap in drug development. Too often, programs stall, and compounds fail in late-stage trials. Retrospective...

How AI Is Changing Drug Discovery and What Still Stands in the Way

Developing a new medicine is difficult. Scientists must understand a disease, identify a biological target, find a compound or biologic that modulates it, and...

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