Silicon Bureaucracy and AI Test-Oriented Education: Contamination Sensitivity and Score Confidence in LLM Benchmarks

Silicon Bureaucracy and AI Test-Oriented Education: Contamination Sensitivity and Score Confidence in LLM Benchmarks explores A framework to audit LLM benchmarks for contamination sensitivity, providing confidence scores for model evaluations.. Commercial viability score: 4/10 in LLM Evaluation.