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.