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AI Tools Using Curated Data Crush Open Web Rivals in High-Stakes Superconductivity Knowledge Test

AI Tools Using Curated Data Crush Open Web Rivals in High-Stakes Superconductivity Knowledge Test

Mar 18, 2026
research

A groundbreaking study reveals that AI tools powered by curated scientific databases dramatically outperform open web-based rivals in expert-level superconductivity knowledge tests, with NotebookLM and a custom retrieval-augmented generation system topping rankings across accuracy, comprehensiveness, and evidence quality — though all tested models still struggle with temporal reasoning and interpreting …

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Major AI Models Show Persistent Strategic Bias, Favoring Trendy Buzzwords Over Sound Business Reasoning

Major AI Models Show Persistent Strategic Bias, Favoring Trendy Buzzwords Over Sound Business Reasoning

Mar 16, 2026
Harvard Business Review

Groundbreaking research exposes a critical flaw in leading AI models like ChatGPT, Claude, and Gemini, revealing they consistently push trendy buzzword-driven business strategies regardless of context — a bias researchers call 'trendslop' — and warn that neither better prompting nor added detail can fully fix it, urging leaders to never …

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