The Technology That
Makes Itself
Obsolete
We're building AI that teaches you to trust yourself again. Technology that restores your inner authority, then celebrates when you don't need it anymore.
Your Consciousness Has Become Currency
Every journal entry. Every moment of vulnerability. Uploaded to servers you'll never see, analyzed by algorithms you'll never understand, monetized in ways you'll never know.
The mental health tech industry promises healing while creating dependency. Wellness apps optimizing for daily opens, not genuine transformation. Your most intimate patterns becoming training data.
Three Layers of Ethical Innovation
Your Device, Your Data
Everything that matters stays with you. Your digital twin lives entirely on your phone. No cloud surveillance. Using breakthrough small language models (2.7B parameters), we run completely offline.
Collective Wisdom Without Exposure
Through federated learning, only encrypted pattern signatures—never your actual data—contribute to collective intelligence. Learn from others without exposing yourself.
Technology as Training Wheels
Our AI builds capacity, not dependency. Over 10 weeks, it gradually reduces its involvement as your awareness grows. Success is measured by independence.
Digital Twins as Consciousness Labs
We're using Stanford's Generative Agents architecture to create digital twins that simulate realistic transformation journeys. We prototype interventions on AI agents before testing with humans, allowing us to understand transformation velocity without risking human wellbeing.
The Roadmap
Local-first tools. Pattern recognition. Zero cloud dependency.
Federated learning connecting thousands of transformations without privacy compromise.
Systems that program themselves to disappear as human capacity comes online.