News Summary

• Fitz refuses, explains why, and tells you what to add.
• Fitz auto-detects your setup on first run.
• Fitz serves answers instantly via agentic search while a background worker indexes your files.
• Queries get faster over time as indexing completes, but they work from second one.Honesty is enforced by an ML governance classifier that decides when to answer, hedge, refuse — validated against fitz-gov, a purpose-built benchmark of 2,920 adversarial test cases (5.7% false-trustworthy rate)