Beyond Repo Scanning: How AIRI Expanded the Risk Vocabulary in STEM BIO-AI 1.7.x (opens in new tab)

This is the second half of the same 1.7.x transition. In the previous post, I wrote about calibration governance: how STEM BIO-AI keeps score authority from drifting when users simulate policy posture. That was about how the system decides. This post is about a different layer: how the system speaks about risk. A local repository scanner can become trapped inside its own vocabulary. It can detect dependency issues, weak provenance language, shallow validation, reproducibility gaps, and risky ...