https://aiscience.uk/tags/protein/ Recent content in Protein on AI Science Report Hugo en-us Thu, 09 Jul 2026 00:00:00 +0800 https://aiscience.uk/posts/abicl-in-context-learning-antibody-affinity-ranking/ Thu, 09 Jul 2026 00:00:00 +0800 https://aiscience.uk/posts/abicl-in-context-learning-antibody-affinity-ranking/ <p>In 2023, the world spent over $200 billion on antibody drugs — treatments like Keytruda for cancer and Humira for autoimmune disease. But finding a single antibody that binds well enough to become a drug is like searching for a specific grain of sand on a beach. A typical drug discovery campaign screens thousands of candidates, each one requiring expensive lab tests to measure how tightly it grabs its target. Most fail.</p>