The current financial environment for machine learning startups is evolving, characterized by both substantial streams of funds and a increased degree of analysis. In the past, we observed a period of remarkable growth, with investors eagerly deploying trillions across the AI sector. Now, elements like macroeconomic uncertainty, growing rates, and