The AI that actually grows with you.
No spam. Early access only.
How it works
Quarq doesn't use one memory approach. It uses all three. Different patterns belong in different places. Quarq routes between them automatically, because it knows you.
Quarq observes how you think, decide, and communicate. It builds a continuous behavioral model: not a list of facts, but a deep understanding of your patterns.
Not all memories are equal. Behavioral patterns get baked into weights, with zero retrieval cost. Explicit facts go into a structured memory database. Active context stays in the window. Quarq routes between all three, using each layer for exactly what it does best.
Your Quarq AI assistant runs continuously: always observing, always routing, always updating. It decides what belongs in your weights, what belongs in your memory database, and what belongs in the active session. Automatically.
“The best AI won't be the smartest one. It'll be the one that knows you.”
Architecture
Three layers. Each optimized for what it does best. One unified presence.
Working Memory
Active session, current task, routing index. Small, fast, purposeful. Cleared and rebuilt each session.
Knowledge Layer
Facts, events, relationships, documents. Fast tier for recent access. Slow tier for deep history. Structured and searchable.
Behavioral Layer: The Foundation
Your communication style, decision patterns, and implicit preferences, baked into the model itself. No retrieval. No prompting. The model is this way because of you.
← Others only inject context. Quarq optimizes all three layers, routing between them intelligently.
The SLM knows what's stored where, routing between all three.
Why Quarq
Every AI assistant today resets when you close the tab. They store notes. They retrieve fragments. They don't grow. Quarq is built differently, from the ground up, for continuity.
Others read your history.
Quarq becomes your history.
Today's AI Assistants
Quarq
“It doesn't remember you. It knows you.”
Always on
Not when you open an app.
Quarq runs in the background, continuously processing and learning. No cold starts, no context loading, no warmup time.
It observes patterns across your digital life: how you write, what you prioritize, when you're focused vs. scattered.
One model, every surface. Desktop, mobile, voice. Your Quarq is the same presence everywhere.
We're building the AI assistant that actually grows with you: behavioral fingerprinting, hybrid memory, and a presence that never resets. Join the waitlist for early access.
Limited spots. No spam.