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Scientific
Metric
Token Analysis
Visualizing $O(n \cdot depth)$ complexity for traditional DOM context vs linear $O(n)$ efficiency in AIO architecture.
Analysis Scenarios
Cognitive Load
($G$)
$$G = \alpha_2 \frac{D_{eff}(D)}{A}$$
Signal:Noise = 1:110
Metric Legend
Classic DOM
Excess Load
$5,500+$ tokens per request.
AIO Signal
Shadow Mode
Only $301$ tokens.