The current funding environment for machine learning startups is dynamic, marked by both substantial outflows of capital and a growing degree of assessment. In the past, we observed a era of unprecedented growth, with VC enthusiastically investing huge sums across the space. Now, aspects like global volatility, increasing costs of borrowing, and a