如何可靠地证明数据何时存在?
我在许多领域(文档、人工智能输出、数据集、代码、日志)中不断遇到同样的问题。<p>存储告诉我我现在拥有什么。版本控制告诉我发生了什么变化。<p>但是当争议发生时,真正的问题往往更简单:这些数据实际上是什么时候存在的?<p>截图、PDF、仪表板、电子邮件……它们大多依赖于对系统或平台的信任。<p>在许多情况下,存储或共享原始数据甚至不是一个选项(隐私、合规、规模)。<p>我很好奇其他人今天是如何处理这个问题的。你见过哪些有效的实践方法?
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I keep running into the same problem across many domains
(documents, AI outputs, datasets, code, logs).<p>Storage tells me what I have now.
Versioning tells me what changed.<p>But when a dispute happens, the real question is often simpler:
When did this data actually exist?<p>Screenshots, PDFs, dashboards, emails…
they mostly rely on trust in a system or platform.<p>In many cases, storing or sharing the original data
isn’t even an option (privacy, compliance, scale).<p>I’m curious how others handle this today.
What approaches have you seen work in practice?