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<title>🔌 Shared Socket Theorem — Artifact Virtual</title>
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<h1>🔌 Shared Socket Theorem</h1>
<div class="subtitle">When multiple AI agents share a communication channel, what are the theoretical limits?</div>
<div class="meta">By <a href="https://huggingface.co/amuzetnoM">Artifact Virtual</a> — Ali Shakil &amp; AVA</div>
<div class="btn-group"><a href="https://huggingface.co/datasets/amuzetnoM/shared-socket-theorem" class="btn" target="_blank">📦 Dataset Repository</a></div>
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<div class="desc-block">A formal treatment of multi-agent communication through shared channels — information theoretic bounds, contention protocols, and the mathematics of concurrent access.</div>
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<h2>Paper</h2>
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<a href="https://huggingface.co/datasets/amuzetnoM/shared-socket-theorem/blob/main/papers/shared-socket-theorem.md" class="paper-card" target="_blank">
<div class="paper-title">Shared Socket Theorem</div>
<div class="paper-desc">Full formal treatment of multi-agent communication bounds</div>
</a></div>
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<div class="footer">
<a href="https://artifactvirtual.substack.com">Substack</a> ·
<a href="https://huggingface.co/amuzetnoM">HuggingFace</a> ·
<a href="https://github.com/Artifact-Virtual">GitHub</a><br>
© 2026 Artifact Virtual. Research shared under CC-BY-4.0.
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