AI advancements are transforming drug discovery, with tools like AlphaFold2 enhancing protein-structure prediction. Biopharma firms are building AI capabilities through in-house expertise, acquisitions, and partnerships. Despite a decline in new AI-driven biotech companies, capital deployment has surged, with significant partnerships and some clinical trial successes. However, challenges in integration and competition persist, suggesting a future of increased M&A activity and a focus on unsaturated niches like RNA-based therapeutics.