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Aiyara.

a new computational paradigm.

Built for the era after models.

The OS beneath the model layer.

Intelligence is not the behavior of a stateless machine.
It is an emergent property of systems that unfold through time.

At Aiyara, we believe the next computational era begins at the layer no one has built - until now: the kernel layer.

Aiyara is a research lab designing the layer where intelligent behavior actually emerges: below the models, beneath the abstractions, and prior to computation as it is understood today.

Our work treats intelligence as a physics problem (not an exercise in ML tuning), enabling new computational primitives that allow machines to remember, self-correct, adapt, and remain coherent across time.

The Team.

Aiyara is a small group of systems architects, researchers, and engineers from AWS, UCLA ScAI, and leading labs across physics, computation, and machine learning. 

We operate in stealth, building kernel-class architecture for next-gen intelligence.
Patent pending. Substrate experiments underway. Benchmarks + paper loading... 
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