Architecture

Talos is a model trained and curated by Arconite specifically for learning. Unlike general-purpose models, Talos is built to understand learner behavior — detecting gaps, maintaining context across sessions, and adapting outputs to each individual. It is the foundation every Arconite product is built on.

What makes Talos different

SpecializedTrained and curated specifically for learning contexts.
ContextualRetrieval and memory adapt per learner signal.
ValidatedOutputs are checked before they reach the learner.
PrivateLearner data never trains outside models.

Talos API

Talos is available to developers and organizations building learning applications on Arconite infrastructure. The API provides access to our specialized models and learner memory layer — for teams building at scale.