The llogos workflow: Capturing live audio through a dual-path transcription engine. The 'Fast Path' provides immediate, ephemeral feedback, while the 'Quality Path' utilizes context-aware processing to generate a highly accurate, corrected transcript. Both streams feed into a real-time NLP engine that powers the dynamic visualizations (Flow, Word Cloud) and persistent archival. Gemini integration enables automatic transcript formatting, key insight extraction for the Highlights view, and AI-generated infographics in the Gallery.
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Welcome to llogos
'llogos' stands for live logging of speech.
We invite you to co-explore the potential of real-time transcription during the conference.
This system attempts to create a real-time digital reflection of speakers' contributions across five distinct views.
Five Views
Live Transcript — The raw, scrolling record of the session.
Flow — A visualization of the most recently uttered words, drifting as they pass.
Word Cloud — An aggregation of our shared vocabulary frequency.
Highlights — Quotes extracted in real-time by Gemini 2.5 Flash
Gallery — Gemini 3 native image generation for infographics on formatted transcripts.
A Note on Utility
We are testing the potential for increased accessibility of in-person conferences—shifting from the spoken to the written—not as a solution, but as an open question.
Does this visualization make the talk more accessible, or just more overwhelming? Does it clarify the signal, or just look cool? We honestly don't know yet. If you find it helpful, great. If you find it distracting, please tell us. That friction is exactly what we are trying to understand.