AI Drug Discovery: Hype vs. Rigorous Scrutiny

A curated list of ten security-tuned open models publishes one set of scores and a lot of spec sheets. Here is what you can and cannot decide from it, and how to test the rest.

The label changes with every release, so it is a poor basis for a build decision. Here is what to evaluate instead, and what tends to go wrong in production.

A look at which AI photo-editing features Rembrandt really runs on your own hardware, how its self-hosted mode stores edits, and what to test before leaving Lightroom.