Architecture PFT

Quantum Excellium Core: local-first by design.

Training content stays on the device by default. Quantum Excellium Core orchestrates the local-first path; deterministic engines remain available and local Ollama/Whisper can enrich supported simulations.

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Deterministic core

Always available, even without an AI model.

Local Ollama

Adaptive dialogues and variations on the device.

Local Whisper

Offline voice transcription after installation.

HMAC memory

Locally signed error profile against simple tampering.

Ed25519

Verifiable private attestation when a separate human-validation offer is provided.

FastSpring

Payment, digital delivery and licence key.

Transparency: Python software installed on the owner’s machine can never honestly be described as unbreakable. Final evidential value rests on human review and Ed25519 signature.