用Python快速打造本地健康数据导出验证CLI，自动拦截未授权字段，保护隐私。
The small-tool goal is simple: inspect a JSON health export locally and fail closed if it contains fields the recipient did not request. This is not a…
专测数据是否被LLM训练使用，AUC-ROC达1.0，结合EU AI法案审计要求，引发自审计合规新思考。
Article URL: https://medium.com/@v_regis/why-self-auditing-your-ai-model-violates-eu-ai-act-article-53-22f693fb64a7 Comments URL: https://news.ycombin…
用PES基准检测AI生成动作，效应量Cohen's d达10.4，1小时生成凭证，10分钟上手，适合运动数据可信度验证。
Article URL: https://github.com/myshapeprotocol/myshape-protocol Comments URL: https://news.ycombinator.com/item?id=48793142 Points: 3 # Comments: 0
快速验证Python数据，一行内联检查搞定多种格式校验，兼顾效率与灵活性
Article URL: https://pypi.org/project/validatedata/ Comments URL: https://news.ycombinator.com/item?id=48581137 Points: 2 # Comments: 3
对比PR中数据和数值变化的利器，支持确定性测试、重新运行差异和行级精准比对，让数据审计更可靠。
I'm an old guy working in legacy industries. People are increasingly using AI here but many are just vibe coding and not checking on the results. I al…
揭示AI研究报告的5种系统性失败模式，帮你揪出单位换算等隐藏错误，提升报告可信度
AI research reports look authoritative. The numbers line up, the charts are clean, and every claim has a source citation. But when you actually open t…
SFMC的验证活动如何避免因空文件或异常数据量导致自动化失误，提升数据可靠性。
One of our banking engagements had a daily automation that imported a file of customers due for payment reminders and emailed each one. Production-qua…
连接 Databricks 进行数据发现验证，让分析结果更可靠
Connect DecisionBox to your Databricks to validate findings Discussion | Link
自动验证Postgres备份可恢复性的CLI工具，从S3拉取恢复到临时Docker容器，核对Schema与行数，避免灾难时才发现备份失效。
RestoreProof pulls your latest backup from S3, restores it into a throwaway Docker container, and verifies schema hash and row counts against a stored…