Building the legal infrastructure for agents we haven’t met yet.


Every piece of contested evidence—every video, every audio, every document—will be challenged as synthetic. And here's the thing: the challengers won't be wrong to ask. The tools to fake are cheap. The tools to verify are expensive and slow. Courts will face a choice: accept evidence they can't authenticate, or reject evidence they can't disprove.

What happens when ground truth itself becomes a litigation question?

This isn't about one party or one candidate. It's about whether the epistemic infrastructure of democracy survives contact with generative AI. The authentication cliff isn't just a financial problem or a consumer protection problem. It's a governance problem. And we're walking into it without infrastructure.


The 2024 election had isolated incidents of synthetic media challenges.



The 2024 election had isolated incidents of synthetic media challenges.

The 2028 election will have systematic ones.

The 2028 election will have systematic ones.


Every piece of contested evidence—every video, every audio, every document—will be challenged as synthetic. And here's the thing: the challengers won't be wrong to ask. The tools to fake are cheap. The tools to verify are expensive and slow. Courts will face a choice: accept evidence they can't authenticate, or reject evidence they can't disprove.

What happens when ground truth itself becomes a litigation question?

This isn't about one party or one candidate. It's about whether the epistemic infrastructure of democracy survives contact with generative AI. The authentication cliff isn't just a financial problem or a consumer protection problem. It's a governance problem. And we're walking into it without infrastructure.