1
Causal Falsification of Digital Twins
用因果推断给数字孪生做“证伪测试”，让仿真模型不再自说自话。
arXiv:2301.07210v5 Announce Type: replace-cross Abstract: Digital twins are simulation-based models designed to predict how a real-world process will …
2
Show HN: Reproducibility Benchmark a Risk Quantitative Model
开源风险量化模型可复现性基准工具，助力模型审计与验证
Article URL: https://github.com/Fluxara-GOD/fluxara1-audit-verification-pack Comments URL: https://news.ycombinator.com/item?id=49055927 Points: 3 # C…
3
Token Rankings are Unforgeable Language Model Signatures
arXiv 是全球最大的学术论文预印本平台，免费获取前沿研究，如这篇关于语言模型不可伪造签名的论文。
arXiv:2606.04459v1 Announce Type: cross Abstract: Language model parameters are known to impose unique (to each model) geometric constraints on their …
4
Fidelity Probes for Specification--Code Alignment
论文提出规范性代码对齐的保真度探测方法，为新模型验证提供新思路。
arXiv:2605.17246v1 Announce Type: new Abstract: We introduce fidelity probes: natural-language questions generated from a reference artifact with code…