Local-first execution
The deterministic teaching engine remains available without a generative model or cloud service.

Quantum Excellium Core orchestrates local execution, fallback paths, progress memory and integrity controls. Training sessions require no paid API or external cloud; Ollama and Whisper can enrich the experience directly on the machine.

The deterministic teaching engine remains available without a generative model or cloud service.
Local Ollama can enrich dialogue while fallback paths preserve the training core if a model is unavailable.
Whisper can transcribe speech directly on the device after the local model is installed.
Weaknesses and progress remain local so future sessions can target them through spaced repetition.
Evaluations can be hash-chained to surface tampering; the final expert attestation is verifiable with Ed25519.
One payment for the purchased version, with no usage subscription or API consumption. Licence-validation conditions are stated in the offer.