The current funding environment for machine learning companies is shifting, characterized by both massive injections of capital and a heightened degree of analysis. In the past, we saw a period of remarkable growth, with VC enthusiastically investing trillions across the industry. Now, aspects like macroeconomic uncertainty, growing interest rates,