Sofia Distilled v0.1
Copyright 2026 Rootcastle Engineering & Innovation

Sofia Edge contains newly trained NumPy model weights and original synthetic signal data.
Sofia Chat contains modified pretrained weights derived from Qwen/Qwen2.5-0.5B-Instruct,
copyright its respective authors, distributed under the Apache License 2.0.
Pinned upstream revision: 7ae557604adf67be50417f59c2c2f167def9a775.

The verifiable product-kernel method is informed by Batuhan Ayribas (2026),
Quantum Artificial Intelligence with Verifiable Kernels:
https://www.academia.edu/175377730/Quantum_Artificial_Intelligence_with_Verifiable_Kernels
The implementation, signal-learning task, distillation extension, and new experimental
results in this repository are separate from the manuscript's supplementary archive.