The current financial environment for machine learning startups is dynamic, marked by both significant outflows of funds and a growing degree of analysis. Before, we observed a period of exceptional growth, with venture capital keenly allocating billions across the space. Now, aspects like global volatility, increasing costs of borrowing, and a mor