Figure 4: Golden Ratio Performance Penalties (Cache Interference) Window Size (bytes, log₂ scale) Performance (ms/word) 512 1K 2K 4K 8K 16K 32K 64K 30 35 40 45 50 55 60 3×512 3×1024 3×2048 Fibonacci Golden Ratio Analysis Penalty performance: 57.0 ms Baseline performance: 35.4 ms Ratio = 57.0 / 35.4 = 1.61 φ = 1.618 (0.5% error) Measured: φ = 1.608 ± 0.002 Cache Interference Penalties (3 × 2^N windows misalign cache) Fibonacci window avoids penalty Power-of-2 windows (optimal performance) 3×2^N windows (φ-ratio penalty, ~60% slower) Fibonacci sequence (harmonic alignment)