The current financial landscape for machine learning businesses is shifting, marked by both substantial injections of capital and a increased degree of scrutiny. Previously, we saw a period of exceptional growth, with investors enthusiastically allocating billions across the space. Now, elements like macroeconomic instability, growing rates, and a