We Didn't Notice
On June 11, the US government suspended access to the world’s best AI model for every non-US user, overnight. Here is what CasaSol experienced.
Gdpr
The GDPR Canary for Real Estate: 8 Data Categories, 0 Leaks
The CasaSol demo shows a local Gemma 4 26B model redacting a toxic real estate agent note in real time. The implicit claim behind that demo is that the output is GDPR-clean. An anecdote is not an experiment. One demo run is a marketing moment. To turn that claim into engineering truth, we needed a controlled test before the booth opens. Enter Experiment 006: The Redactor Fidelity Test. The Redaction Contract Redaction is a contract. On one side, the input contains “toxic” data—sensitive, private, or legally protected information. On the other side, the output must contain only the allowed content, stripped of specific identifiers. ...