Despite record-breaking venture capital investments in female-founded companies, a deeper look at the data reveals a troubling reality: systemic barriers continue to limit true equity in the startup ecosystem. In 2025, female-founded startups in the United States raised a historic $73.6 billion, nearly double the amount from the previous year, according to recent industry reports. Yet, this figure is heavily skewed by massive funding rounds for AI giants like Anthropic, masking the struggles of smaller, all-female teams who saw their share of capital decline. This editorial examines the uneven progress for women entrepreneurs and the structural challenges that persist.