The current financial environment for machine learning companies is evolving, marked by both massive streams of money and a heightened degree of scrutiny. In the past, we saw a period of remarkable growth, with venture capital enthusiastically investing billions across the AI sector. Now, aspects like macroeconomic volatility, growing costs of borr