The current financial environment for machine learning companies is dynamic, marked by both massive outflows of capital and a increased degree of scrutiny. In the past, we observed a time of remarkable growth, with venture capital keenly investing billions across the AI sector. Now, factors like global volatility, increasing costs of borrowing, and