Finding #9: The Hardest Part of Local AI Was Not Running the Model. It Was Connecting Everything.
An M3 Pro MacBook Pro with 18 GB of unified memory operated a useful local AI-companion stack. The difficult part was connecting character configuration, speech recognition, text insertion, model inference, voice synthesis, service startup, and private remote access into one dependable experience.





