1
The Boiling Frog Was Wrong
一篇颠覆认知的AI研究报告，用因果证据揭示AI使用对认知的即时影响，AI从业者必读
The room is unremarkable. A clean desk, a laptop, a printed sheet of arithmetic and short reading passages, and a pair of EEG electrodes resting again…
2
SpurLens: Automatic Detection of Spurious Cues in Multimodal LLMs
提出自动检测多模态大模型中虚假线索的SpurLens方法，助力提升模型可靠性与可解释性。
arXiv:2503.08884v3 Announce Type: replace-cross Abstract: Unimodal vision models are known to rely on spurious correlations, but it remains unclear to…
3
Fair outputs, Biased Internals: Causal Potency and Asymmetry of Latent Bias in LLMs for High-Stakes Decisions
LLM输出看似公平但内部仍藏偏见，研究发现不同群体间因果效力不对称，警惕高风决策风险。
arXiv:2605.15217v1 Announce Type: new Abstract: Instruction-tuned language models exhibit behavioural fairness in high-stakes decisions while retainin…