Ambiguous university intellectual property policies for student software licenses

Student founders encounter severe ambiguity regarding intellectual property ownership when building startups using university-provided software licenses. While university policies typically claim IP only for inventions utilizing significant institutional resources, it remains highly unclear whether developer tools like AI coding assistants fall under this definition. This legal uncertainty creates massive friction, discouraging students from utilizing accessible resources out of fear of future IP litigation or ownership disputes with their academic institution.