The current financial scene for machine learning companies is shifting, marked by both significant streams of money and a growing degree of assessment. In the past, we saw a period of remarkable growth, with VC keenly investing huge sums across the space. Now, factors like macroeconomic instability, increasing costs of borrowing, and a more selecti