Develop a reliable neo-minimalist transcription instruction set
Develop a minimalist instruction set that reliably produces high-quality physics-video transcripts and error-free compilation into PDF/UA-2- and ISO 32005-compliant accessible PDFs.
References
We believe that our neo-minimalist investigations suggest that it might be possible to develop a minimalist instruction set that reliably delivers high-quality transcription and error-free compilation into accessible PDFs, but that this is beyond our own prompt-engineering capabilities, at least at this time.
— Using Gemini and LuaLaTeX to transcribe physics videos into PDF/UA-2 and ISO 32005 math-accessible PDFs
(2608.20733 - Looney et al., 21 Aug 2026) in Section 6, concluding discussion of the neo-minimalism experiments