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...