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2 GoKawiil briefs on this topic

Report: 16 US Nonprofit Colleges Closed in 2025 Amid Enrollment Crisis

An Inside Higher Ed analysis found at least 16 nonprofit colleges shut down in 2025 due to falling enrollment and financial strain, following 28 degree-granting institutions that closed in the first nine months of 2024 alone, according to Hechinger Report data. Entrepreneur's coverage argues these closures are not isolated incidents but the culmination of years of compounding pressures — declining tuition revenue, rising costs, debt and accreditation issues.

Academa uses LLMs to generate editable STEM lecture videos from code

Academa is a new project that treats lecture videos like software: instructors describe what a teacher says and draws using a code-like script, which a compiler then renders into a video with text-to-speech narration and generated graphics. Because the lecture exists as editable source rather than a finished video file, mistakes can be patched and new versions shipped, much like updating a codebase. The team is now applying large language models to this text-based format, aiming to let AI generate or refine entire STEM lectures automatically.