The current financial environment for machine learning companies is dynamic, marked by both massive streams of funds and a growing degree of analysis. Previously, we saw a era of exceptional growth, with VC keenly allocating billions across the AI sector. Now, aspects like macroeconomic instability, rising costs of borrowing, and a more discerning