- Keep all operations within O(N) complexity constraints. Singular Value Decomposition (
$A = U \Sigma V^T$ ) is strictly forbidden. - Optimizations must prioritize Apple Silicon architectures.
- Telemetry modules must save down directly to high-density .parquet matrices.