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README.md
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short_description: 'Multi-model orchestration system for observing LLMs '
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short_description: 'Multi-model orchestration system for observing LLMs '
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# Live Wire
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Live Wire is a Python-based orchestration system designed to observe how large language models stabilize, diverge, and align across synchronized multi-turn interactions.
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A single user input is broadcast to multiple LLMs under a shared system context, while each model maintains an isolated rolling conversational state.
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On each turn, Live Wire computes telemetry including Dynamic Communicative Alignment (DCA), cosine similarity matrices, fingerprint overlap, and inter-model consensus measures.
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The instrument is intended to support evaluation and interpretability research by exposing interaction-level dynamics without modifying model weights or introducing persistent memory.
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