Humans are defined by experience. We learn, adapt, and grow wiser with every interaction. Current AI is trapped in a static loop frozen in time at the moment training ends. This lack of Continual Learning is the final barrier to true AGI.
At AIVOCO, we’ve bridged this gap. We’ve moved beyond the "snapshot" model to create a system that lives, breathes, and evolves alongside its environment, just like a human brain.
“Technical model review, read the official paper by ByteDance.”
How We Achieved Continual Learning
Beyond the Static Ceiling
While the industry burns billions on "frozen" model weights, We build a new architecture that operates on a dynamic inference layer. We have successfully decoupled foundational reasoning from experiential weight updates.
Architectural Superiority over Brute Force
We didn't wait for more compute; we built a better brain. By Archtectural innovation to achieve Continual Learning, our 175B model outperforms trillion-parameter static clusters on the HLE Humanities Exam.
The End of "Catastrophic Forgetting"
We solved the primary blocker of real-time adaptation. we trained a foundational model that learns on the fly without degrading its core knowledge it built over pre training.
Vision CLv1
For the first time in history, a model’s core intelligence is no longer static. Vision CLv1 features a unique breakthrough where the main model weights themselves are updated during inference.
This means that for every individual and every instance, a uniquely personalized version of the model is created on the fly. It doesn't just "process" your input—it adapts its entire neural state to provide a truly unique, human-like reasoning experience.
Model Specifications
Model Family
Decentralized AGI on Custom NPUs
We envision a future where AGI is completely decentralized. We are not just building software models; we are an AGI-driven hardware company actively researching and developing custom Neural Processing Units (NPUs) designed specifically for local inference of our best AI models. Removing the dependency on centralized servers is what true AGI means to us.
Researching on Custom NPU
100% Local Inference
Zero Server Dependency
Total Privacy
The Path to AGI
A dramatic, chronological breakdown of our model versions.
The Future is Living. Are you ready to meet it?
Step inside the architecture that redefined the AGI race. Experience Vision CLv1, a model that doesn’t just process data, but learns, adapts, and gains experience in real-time. The era of static intelligence is officially over.
