PN — The system is a six-layer modular architecture (provisioning/hardware…

The system is a six-layer modular architecture (provisioning/hardware detection, data/scenarios, adaptation/prompting, inference/metrics, storage/orchestration, presentation/reporting), refactored from an earlier four-layer design to support multi-model evaluation and native sustainability instrumentation.

Source: PUMA project documentation · Traceability: corpus unit MEM-026 · Confidence: verified-at-primary-source