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Initial System Architecture Design

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Linked challenge: Autonomous UUV Swarm for Undersea Threat Detection & Response

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Linked challenge
Autonomous UUV Swarm for Undersea Threat Detection & Response

Prompt source

Original prompt text with formatting preserved for inspection.

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Design a high-level architecture for the multi-UUV autonomous threat detection and response system. Specify the components, their responsibilities (e.g., sensor processing, fusion, mission planning, communication), and how they interact. Detail how Llama 3.1 will be integrated for high-level decision-making and how BentoML will serve edge ML models for on-board processing.

Adaptation plan

Keep the source stable, then change the prompt in a predictable order so the next run is easier to evaluate.

Keep stable

Preserve the role framing, objective, and reporting structure so comparison runs stay coherent.

Tune next

Swap in your own domain constraints, anomaly thresholds, and examples before you branch variants.

Verify after

Check whether the prompt asks for the right evidence, confidence signal, and escalation path.