Our Tool — Name TBD

The truth layer for the AI age.

Empowering society with the tools to separate fact from fiction anywhere they go online.

Try the demo A working prototype. Bring your own Anthropic key.
Starts as a browser extension
Built for everyone, for a more resilient society

Today vs. with our tool

Today

Our problem today as a society — Grok and other LLMs often:

  • Sound authoritative but hide their reasoning
  • Mix fact with opinion
  • Hallucinate information and sources
  • Aren't easily accessible in all contexts online

This disempowers people from forming accurate beliefs — or even knowing how to.

An X thread: Elon Musk's USAID post beside a user asking '@grok is this true?' and Grok's long, agreeable, unsourced answer
Our tool

The solution – our tool:

  • Reasons transparently
  • Separates fact from opinion and other rhetoric
  • Quotes & links directly to trustworthy sources so users can easily verify & dig deeper
  • Accessible inline and on-demand wherever people go on the web

This empowers people to seek the truth and converge on a shared set of facts.

The same X thread with our tool's fact-check notes in the margins: each claim labelled refuted, caution, or supported, with links to primary sources

Illustrative early-days mockups

Who's building it

Cecilia Roos

Product manager and individual contributor.

Charlie Giattino

Comms lead with a PhD in neuroscience.

Get in touch — celie.roos@gmail.com charliegiattino@gmail.com