The current funding scene for machine learning startups is dynamic, marked by both substantial injections of capital and a growing degree of scrutiny. In the past, we observed a time of exceptional growth, with venture capital enthusiastically investing huge sums across the AI sector. Now, elements like global instability, growing interest rates, a