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Syuaib Syuaib

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#large language models Open access Oct 2026

One Signal Theory - A Conceptual Architecture for Context Management in Large Language Models via Synthetic Affective Signal Modulation of Attention

Context window capacity remains a central bottleneck for large language models (LLMs): enlarging the window does not guarantee that a model attends to the right information, and empirical work has shown systematic degradation when relevant content sits in the middle of a long context. Biological cognition faces an anal...

Syuaib Syuaib · 0 citations
#large language models Open access Oct 2026

One Signal Theory - A Conceptual Architecture for Context Management in Large Language Models via Synthetic Affective Signal Modulation of Attention

Context window capacity remains a central bottleneck for large language models (LLMs): enlarging the window does not guarantee that a model attends to the right information, and empirical work has shown systematic degradation when relevant content sits in the middle of a long context. Biological cognition faces an anal...

Syuaib Syuaib · 0 citations

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