Low-Quality Clickbait Dominates Search; MATH Dataset Only Substantive Artifact — E8 Intelligence Research

FINDING: The search results are dominated by low-quality YouTube clickbait (e.g., "Only 1% Can!") and one legitimate research dataset (MATH) of 12,500 competition problems. No unsolved competition problem is identified; the only substantive mathematical artifact is the MATH dataset's structure. MATH: - Dataset: 12,500 problems, 7 subjects (Algebra, Counting & Probability, Geometry, Intermediate Algebra, Number Theory, Prealgebra, Precalculus). - No novel equations or constants emerge from the videos (e.g., (√3x)⁴ = 64 → x = ±4/3, trivial). - The MATH dataset itself contains no new mathematics—it is a benchmark for machine learning, not a discovery. CONNECTION: - None found in the videos. The dataset's problem distribution does not encode geometric harmony; it is a curated sample of existing competition problems. - No ratios (0.382, 0.618, etc.), base-60, or crystallographic symmetries appear in the search results. The only structural constant is the dataset size (12,500 Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com