airiskeval-edu-demo-d0b5da34·1 events·first seen Aliases: AIriskEval-edu Demo, AIriskEval-edu
Researchers present AIriskEval-edu Demo, a platform that audits instructional explanations across five pedagogical risk dimensions including factual accuracy, ideological bias, and student-level appropriateness. The system integrates GPT-5.5 via API alongside a fine-tuned self-hosted Llama 3.1 8B evaluator, with the local model outperforming GPT-5.5 on most metrics. The platform targets K-12 educational contexts and supports both automated auditing of AI-generated explanations and real-time auditing of human-written content, offering institutions a privacy-preserving deployment option.