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Lecture Videos

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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.