Fund concentration limits refer to the restrictions placed on the amount of capital a VC fund can allocate to a single portfolio company , a specific sector, a geographic region, or even a stage of investment. These limits are designed to mitigate the risks associated with over-exposure and to promote diversification within a fund's portfolio . Think of it like a gardener who doesn't want to put all their seeds in one basket. They strategically plant different types of see

Artificial Intelligence and Machine Learning , models are trained to make predictions or classifications. However, not all predictions are created equal. Some predictions are made with a high degree of certainty, while others are more tentative. This is where confidence scores come into play. What is a Confidence Score? A confidence score , in essence, is a numerical representation of how sure an AI model is about its prediction . It's typically a value between 0 and 1