Twelve essays won the Manifund Essay Prize for their analysis of funding, forecasting, and field-building. The winning entries address how to manage a massive influx of capital driven by OpenAI and Anthropic. These papers offer specific incentive structures for directing windfalls. Practitioners can now apply these frameworks to optimize high-stakes AI resource allocation.