Theory of Change

Building information resilience
in the age of AI.

Getting to a verified, trusted piece of information means traveling a long way, a journey AI is making more complicated and harder to trace. Between a person and that information sits a chain of scrapers, platforms, aggregators, politicians, as well as bad actors, both domestic and foreign, each bending it toward their own agenda.

As AI agents take over search, and how we communicate, that distortion gets baked into credible-sounding answers that shape real life decisions and can no longer be traced reliably. And the agents themselves are not neutral. The United States, and increasingly China, are becoming merchants of information, controlling the models and platforms everyone will depend on regardless of national compute or sovereign AI.

It doesn't have to be this way. AI is becoming the layer between people and information. Not being able to verify what it says is no longer an inconvenience. It is a risk. Agents should do the opposite of what they do today. We help collapse the chain of intermediaries and open a trusted pathway to verified sources for people to consider.

That's why we built AskLaura, to put real verification within reach of anyone who needs it. Agents can do nearly anything now but not making what they say easy to verify. We make sourcing simple, and allow people to judge what to trust, themselves. When they can go straight to the source, they get answers that are accurate, transparent, and easy to trace.


Theory of Change

We are confident that:

IF

we make verification simple, fast, and accessible, so that any person, business, or organization can check a claim and trace it back to its source

THEN

people gain the ability to source trusted, structured information and decide for themselves what to rely on, and as they do, the middle layer that distorts information loses its grip and trusted sources rise to the top rather than the loudest or most manipulative, or those who pay to have their content prioritized.

WHICH

as this scales, we rebuild a shared set of facts. When everyone can trust the information in front of them, institutions hold, decisions get better, and democracy works the way it was meant to.