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Scientific
Metric
ECR RAG
Visualization of Noise Dominance theorem: ECR RAG maintains 100% accuracy even at extreme entropy, eliminating 43% of failures in traditional methods.
Entropy Scenarios
Extraction Accuracy
($A_{net}$)
$$A_{net} = 1 - (N \times \alpha)$$
OPTIMAL
Metric Legend
Legacy Scraping
Sensitive to noise
Accuracy drop to 57%.
ECR RAG
Cognitive Firewall
100% accuracy, 0 hallucinations.