Research methods
A product announcement is not an evaluation →
How to read personal-assistant news without mistaking a new feature for proven reliability.
Personaeval journal
Practical evaluation methods and a record of changes across the personal-assistant category.
Research methods
How to read personal-assistant news without mistaking a new feature for proven reliability.
Builder guide
The minimum record needed to understand—and challenge—a personal-assistant result.
Compiled automatically every 12 hours when fresh relevant material is available. Each edition preserves its sources and collection coverage.
Oct 29, 2026, 8:20 PM UTC