Two 2024 prototypes probing the edges of automation: a Puppeteer-driven tool for discovering town-level communities that match business criteria, and a local GPU voice pipeline (Whisper large-v3 → XTTS v2 voice cloning) for conversational presentations.
An AI meeting-notes pipeline that watches Dropbox folders and writes summaries via OpenAI - proper OAuth refresh flows, ffmpeg chunking around API file limits, multi-tenant config, Docker packaging - while the venture’s grander backends were honestly left as named placeholders.
Companies that fail to build personal Artificial Intel agents risk being outpaced within the next decade as AI, energy efficiency, and compute continue accelerating.