The document describes several projects aimed at making biomedical knowledge more accessible and efficient to produce. This includes using crowdsourcing platforms like Amazon Mechanical Turk and citizen science to reproduce expert-curated tasks like biocuration. Other projects involve creating a gene-specific review article for every human gene collaboratively on Wikipedia, and optimizing bioinformatics algorithms through coding competitions to better cluster large antibody sequence datasets faster. A game-based approach is also described to train genomic classifiers of breast cancer prognosis by enlisting expert crowds.