ResearchPSIM
Memory for personal AI: an assistant that remembers what you tell it, knows where each memory came from, and belongs to you. Patent pending.
The Lab · Research & Development
What we study and try, and where each one stands.
Our research, the harnesses and minds our fleet runs on, and our experiments and prototypes. None of it is for sale. Each entry says what exists, and what does not yet.
Everything in the Lab
Research
ResearchDigital Cryptomnesia in an Artificial Agent
Luiz Ribeiro's August 2026 preprint on two times an AI memory system lost track of where its own information came from, and how each was fixed.
Quantum computing and AI
Independent study of quantum computing and AI; no results claimed.
Harnesses and minds
OverkillOS
The operating method that stops an AI coding agent forgetting, regressing and claiming "done" without proof. Written as files; MIT licensed; docs live.
In useMIND v3
The mind protocol every agent in our fleet runs on: a soul, a quick start under 500 tokens, memory, archive, nightly consolidation, and a written record of every day.
In useThe Harmony fleet
How one founder runs a company with a fleet of named agents: a shared board, a filing repository, laws, and a second seat that checks important findings before we act.
Morpheus
A founder's second brain, built for one person in 2026, where much of the fleet's working method was first tried.
An open local agent runtime
Free, open, on your own hardware; pocket coding first: open your phone, choose a repository, keep coding with a local model, review the exact changes. A desktop runtime and a phone app. In build.
Experiments and prototypes
android.ai.OS
Putting the model on the phone, so what you say stays on it.
Life OS
Score the eight areas of your life each night in about five minutes, and see your week. Free, no account.
Harmony Studio
A ten-minute video from one prompt, made by a team of agents, each owning one stage. Specified in March 2026; no software built; this page says so.
A full-voice computer agent (prototype)
A voice assistant on the desktop, 2026: wake word, local transcription, a short list of allowed actions.
Looking for something you can use today?
Our products are in the app store, each with its honest status.