14 July 2026Research8 min
What public data actually reveals about digital trust
We looked at a year of resolved entities to find out which public signals predicted a bad outcome, and which ones people believe in without evidence.
Blog
Notes from the entity graph
Research, practice and the occasional opinion from the people building the platform. No thought leadership.
- 2 May 2026Practice6 min
How teams are actually using public data to assess risk
A survey of how risk, trust and safety teams changed their thresholds over the past year, and what happened to their false-positive rates when they did.
- 19 March 2026Opinion7 min
AI is not redefining identity, it is raising the burden of proof
Generated identities are cheap now. That does not change what an identity is, it changes how much evidence you need before you accept one.
Recent posts
Tags
- Entity resolution
- Risk signals
- Compliance
- Public data
- Evaluation
- Provenance
Categories
- Research1
- Practice1
- Opinion1