Multimodal Analysis - Live Data | AI in Academia - Dataspheres AI

Multimodal Analysis - Live Data MULTIMODAL THEMATIC ANALYSIS Every modality, one coded frame A 1h30m Senate hearing (trimmed) (diarized, 10 speakers) + six...

Multimodal Analysis - Live Data MULTIMODAL THEMATIC ANALYSIS Every modality, one coded frame A 1h30m Senate hearing (trimmed) (diarized, 10 speakers) + six Stanford HAI & UNESCO panels (Gemini video analysis), coded into 8 themes with per-segment stances. Full write-up and live tables: dataspheres.ai/pages/ai-in-academia/multimodal-thematic-analysis-live Every chart in this deck reads its dataset live - the numbers update as coding continues. Themes across the corpus Where the conversation actually lives Governance leads: evidence gaps, breaches, and FERPA-era law meeting consumer-grade AI. Stance by theme Pros and cons are not evenly distributed The optimism concentrates in pedagogy and labor; the caution concentrates in governance and equity. Overall stance The corpus is cautious, not hostile Balanced and con segments together outweigh pro - but almost every con comes with a policy ask attached.