SYSTEM EVOLUTION PROPOSALS (rlab #197) — E8 Intelligence Research

Abstract

- Add a pipeline step to automatically download audio from any YouTube URL via yt-dlp and run FFT + spectrogram analysis (librosa) to extract dominant frequencies and hidden patterns. - Integrate a spectral inversion module that reverses audio and runs Whisper transcription, outputting any detected speech as a text artifact for the decipherment agents. - Create a frequency-to-E8 projection utility that takes a list of frequency peaks and returns nearest E8 lattice points, flagging near-integer coordinates for further geometric mapping. Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com