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GPU Engineeringintermediate

Arrange the four roadmap phases in the order presented in the Lerxs white paper.

Answer

Start Where the Data Lives, The Patient Layer, The Intelligence Network, The Self-Evolving System

Explanation

### The order 1. **Start Where the Data Lives.** Phase 1 connects providers and structures incoming records. 2. **The Patient Layer.** Phase 2 adds patient vaults and launches the initial Digital Twin system. 3. **The Intelligence Network.** Phase 3 introduces distributed learning and research partnerships. 4. **The Self-Evolving System.** Phase 4 adds outcome feedback loops and population-level signal detection. ### The concept The phases depend on the capabilities established earlier. Provider connections generate structured information; patient vaults organize it for individuals; network learning then supports broader analysis; feedback from outcomes can refine later models. The sequence describes the white paper's intended roadmap, not a claim that every milestone is already achieved. ### Terms - **Outcome feedback loop**: A process in which observed results are returned to a system to inform later analysis or recommendations. ### Remember The roadmap moves from provider connections to patient services, then network learning, then feedback-driven improvement.

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