1
Detecting Lookahead Bias in LLM Forecasts
大模型预测可能存在“未卜先知”偏差，这篇论文教你如何检测并避免
arXiv:2512.23847v2 Announce Type: replace-cross Abstract: We develop a statistical procedure to detect lookahead bias in economic forecasts generated …
2
Entropy Minimization without Model Collapse: Mitigating Prediction Bias in Medical Imaging
医学影像AI新方案：用熵最小化避免模型崩溃，精准降低预测偏差
arXiv:2606.02339v1 Announce Type: new Abstract: Entropy minimization (EM) is the dominant objective for test-time adaptation, yet its failure mode, mo…