SPMT Edge License – 1000x Cheaper LLM

The assumption that powerful AI requires massive infrastructure is an architectural failure, not a physical law. The Sparse Predictive Memory Transformer (SPMT) was designed to disprove it. SPMT delivers GPT-4 class reasoning capability at 1000× lower inference cost — running natively on smartphones, smartwatches, and IoT devices, without cloud dependency, without latency, without compromise.

The Edge License includes the MobileMillenX reference implementation in PyTorch and ONNX format, full technical documentation, commercial deployment rights for one device or product line, and 12 months of architecture updates. For OEM manufacturers requiring multi-device or enterprise licensing, individual terms are available on request.

This is not a wrapper around an existing model. It is a new inference architecture — built for the edge, validated under the Proof of Silence™ standard, and ready for commercial deployment.

• 1000× Cost Reduction — GPT-4 class capability at edge hardware cost.
• PyTorch + ONNX — MobileMillenX reference implementation included.
• Runs Locally — Smartphone, smartwatch, IoT — no cloud required.
• Commercial Licence — One device or product line, 12 months of updates.
• OEM Terms Available — Multi-device and enterprise licensing on request.
• Proof of Silence™ Validated — Architecture verified against governance standards.