The current funding landscape for machine learning companies is evolving, characterized by both substantial outflows of money and a heightened degree of analysis. Before, we witnessed a time of exceptional growth, with investors enthusiastically allocating trillions across the space. Now, elements like macroeconomic uncertainty, growing rates, and