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Vareon

In tandem with AI models.
Two kinds of intelligence, one system.

Your AI model brings general intelligence, learned from the world. ACI brings Adaptive Continual Intelligence, learned from your work. Together they do what neither does alone.

Two kinds of intelligence.

Your model learned the world slowly, before you arrived, and generalises to almost anything. ACI learns fast, from each result your work confirms. The brain pairs its two learners the same way.

General intelligence and runtime intelligence, meeting in one line of work.

Cognitive science calls the pair complementary learning systems.

Each does what it does best.

ACI answers what it has learned, in milliseconds and with no model call. What is new goes to your model, briefed with what ACI knows. The result comes back, and ACI learns from it.

Step 1 of 4: Familiar work

Work ACI has learned is answered at once, with no model call.

Your model stays as it is.

ACI learns beside your model, so a change in your work needs no training run and no new version.

Step 1 of 3: A change

A change in your work reaches the very next request, and your model stays as it was.

With any model, and the next one.

Move to another model, agent or app, and what ACI learned comes with you. The model is your choice, every time.

The next session starts where the last one ended.

Step 1 of 4: A new session

See Duplex on your own work.

Duplex is built on ACI. A pilot puts it on your own work, with the measures agreed before it begins.