Paraphrase Jaccard similarity of 0.135-0.288 falls below the 0.50-0.61 same-prompt rerun baseline on OpenAI and Anthropic models, showing prompt wording dominates buyer intent in commercial recommendations.
Prominence-Stratified Failure Modes in Retrieval-Augmented Commercial Recom- mendation: A 37,000-Run Audit.Unusual.ai Research Series, 2026a
2 Pith papers cite this work. Polarity classification is still indexing.
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Two major AI providers diverge in which brands they recommend but converge on classifying the failure reasons, especially for low-prominence brands.
citing papers explorer
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Paraphrase Brittleness in Production Retrieval-Augmented Commercial Recommendation: Reproducibility Below the Rerun-Stability Baseline
Paraphrase Jaccard similarity of 0.135-0.288 falls below the 0.50-0.61 same-prompt rerun baseline on OpenAI and Anthropic models, showing prompt wording dominates buyer intent in commercial recommendations.
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Divergent Recommendations, Convergent Diagnoses: Cross-Provider Failure-Mode Convergence in AI Commercial Recommendation
Two major AI providers diverge in which brands they recommend but converge on classifying the failure reasons, especially for low-prominence brands.