LIVE HARDWARE INTERFACE: CORAL

Module Focus: MSI-AI-033 — Non-Singular Auto-Regressive LLM Inference Architect

Expected Metric: Replacing KV-cache memory drift with continuous manifold state relaxation.

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Compile and dispatch validation code for telemetry: Replacing KV-cache memory drift with continuous manifold state relaxation.

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Hardware Code Deployment Block Compile & Dispatch QPU Execution Job