Positional Aliasing

One of three failure mechanisms underlying long-context degradation. In extremely long sequences, the rotational angle differences in positional encodings such as RoPE tend toward periodic overlap, causing the model's perception of distinct positions to become ambiguous. This provides an encoding-level explanation for the "lost in the middle" phenomenon.