Privacy-first digital twin ecosystem. Solving AI's biggest challenges: Privacy through Local LLM and Staleness through Continuous Learning.
A localized "Agency of Agents" that doesn't just serve you—it emulates you, perceiving reality through your cognitive biases, emotional baseline, and intellectual frameworks.
Your data never leaves your device. All processing happens locally with zero cloud dependency.
An AI that understands your identity, values, and preferences at a fundamental level.
Learns and adapts with you, growing more accurate and personalized over time.
A swarm of specialized sub-agents acting as your "Council of Self," each mirroring specific facets of your identity.
Memory Agent
Manages your Vector Database, deciding what to store and how to index memories based on emotional weight and context.
Behavioral Agent
Fine-tuned on your communication style, predicting how you would react to messages, emails, and information.
Skill Agent
Houses your professional knowledge, understanding your expertise, preferred methods, and specialized vocabulary.
Emotional Agent
Monitors your emotional baseline, detecting mood deviations and adjusting interaction style accordingly.
Balancing privacy with power through a Teacher-Student architecture
The Self
Llocal ← Llocal + α(Kfrontier - Klocal)
The Teacher
Your journey to creating a true digital twin
Feed the system your digital exhaust and establish foundational data
/01System interviews you to understand your responses and preferences
/02Establish baseline accuracy through iterative review and adjustment
/03Join the future of privacy-first, personalized AI