Grounding is a product decision.
A cited answer is only one part of a knowledge system. Source versions, review status, and the ability to trace a claim matter just as much as the final response.
Inside Solvin GraphRAGProfessional development / Notes
Engineering notes.
Short observations drawn from the projects.
The decisions behind the interface and the code.
The interface should fit the task.
Conversation is useful when context matters. A direct control is often faster for repetitive work. Giving people both can make an assistant more useful, not less intelligent.
Inside CiviMake the tradeoff visible.
A recall improvement deserves its precision figure beside it. Good ML communication explains what a model gets wrong, what the threshold changes, and what remains unvalidated.
Inside Readmission predictionConnectivity is a design constraint.
Field software needs to work where the job happens. Capturing actions locally and making synchronization explicit changes the architecture from the beginning.
Inside Oprenta