Integrating DeepSeek R1 7B and Chronos Time Series Bolt Tiny to better forecast zero-shot and uncertain events

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Silicon-photonic reservoir computing with Deepseek R1 and Chronos Bolt transformers for energy-efficient real-time forecasting and telecom equalization.