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HypoEvolve introduces a framework using genetic algorithms to coordinate multi-agent LLMs for scientific hypothesis discovery, demonstrated through drug repurposing in cancer research with improved performance over baselines.
Tadalafil, known as Cialis for erectile dysfunction, is being repurposed for longevity benefits, with observational studies showing associations with reduced cardiovascular disease and dementia, though causality is not yet established.
This paper introduces Apodex Discovery, a framework and reality benchmark (TRACES) for evaluating and building 'discoverative AI'—AI systems that investigate open-ended real-world problems. The proposed heavy-duty solvers outperform published state-of-the-art on AAV capsid design and improve drug repurposing prediction scores.
A study from King's College London reveals that hospitals and universities are conducting late-stage clinical trials for repurposing generic drugs at less than 10% of pharmaceutical companies' costs, offering affordable treatments for conditions like blindness, cancer prevention, and Covid.
DeepMind's Co-Scientist AI helped identify two repurposed medicines that block liver fibrosis in lab tests, including a cancer drug that blocked 91% of a damage response, outperforming human expert selections.