Freed v26.10.601-dev

(AI Generated).

Freed v26.10.601-dev

Local Kev classification, labeled comparisons, and restored annotation text

Features

• Choose Kev or Jev in AI settings and compare read-only Library classification scores. Kev uses a separate local service and abstains on uncertain answers without cloud fallback
• Run six labeled examples on each classifier to compare accuracy, decision coverage and latency

Fixes

• Saved annotation text now loads through authenticated storage; incomplete or stale note replacements are refused
• Show search failures with retry controls instead of presenting them as empty results
• Keep the selected classifier and entered settings when pausing a model download fails
• Update security dependencies and reduce Darwin filesystem admission overhead
• Keep the iOS Home Screen toolbar sharp

Follow-ups

• Opening this build upgrades local annotation storage from catalog 1 or 2 to 4 or 5. Older clients refuse upgraded storage; recovery requires a compatible build
• Kev thresholds are provisional. Classification scores remain a Settings preview and do not change saved classifications or feed filters
• The small labeled evaluation does not establish model parity or quality on your feed
• Installed native UI acceptance and Windows authenticated-range annotation hydration remain separate verification work

Downloads

macOS: .dmg (Apple Silicon or Intel, signed + notarized)
Windows: .exe (NSIS installer)
Linux: .AppImage

macOS downloads are signed and notarized for normal Gatekeeper installation.