so I shipped a voice AI assistant that runs entirely on my machine. no cloud, no APIs, no latency nightmares.
the original idea came from Alice in Sword Art Online — an AI that feels like an actual person, not a chatbot. mixed with JARVIS's anticipation and Neuro-sama's quirky personality. here's what actually went into getting from "wouldn't it be cool" to "this runs 24/7 without issues."
the problem with voice AI
most voice assistants are cloud-first: you speak → sent to server → processed → response → back to you. each hop adds latency. you're looking at 3-6 seconds before you hear anything. for a voice interaction, that's dead. it kills the feeling of talking to something intelligent.
I wanted something faster. something that responds.
