← Unified Studio

Learning dashboard

Every human keep / reject / edit / approve, append-only. The model trains on the frozen feature snapshot paired with each decision.

Recorded decisions

114

186 more to LEVEL 2 (AI assist)

LEVEL 1 · AI RANKING

Final-review funnel

No clip has reached final review yet.

Model confidence

n/a (model inactive — LEVEL 0 records only)

By event type

EDIT_POINT_CHANGED45
CLIP_TRIMMED25
BGM_CHANGED20
EPISODE_ACCEPTED14
SOURCE_REJECTED4
UPLOAD_APPROVED4
SOURCE_HELD2

By entity type

PET_POP_EPISODE108
CLIP6

Recent decisions

  • EPISODE_ACCEPTEDPET_POP_EPISODE · APPROVE2026-10-09 04:21
  • BGM_CHANGEDPET_POP_EPISODE2026-10-09 04:20
  • EDIT_POINT_CHANGEDPET_POP_EPISODE2026-10-09 04:20
  • EDIT_POINT_CHANGEDPET_POP_EPISODE2026-10-09 04:20
  • CLIP_TRIMMEDPET_POP_EPISODE · SAVE_EDITOR2026-10-09 04:20
  • EPISODE_ACCEPTEDPET_POP_EPISODE · APPROVE2026-10-01 04:25
  • BGM_CHANGEDPET_POP_EPISODE2026-10-01 04:24
  • EDIT_POINT_CHANGEDPET_POP_EPISODE2026-10-01 04:24
  • EDIT_POINT_CHANGEDPET_POP_EPISODE2026-10-01 04:24
  • CLIP_TRIMMEDPET_POP_EPISODE · SAVE_EDITOR2026-10-01 04:24
  • EPISODE_ACCEPTEDPET_POP_EPISODE · APPROVE2026-10-01 04:24
  • BGM_CHANGEDPET_POP_EPISODE2026-10-01 04:23
  • EDIT_POINT_CHANGEDPET_POP_EPISODE2026-10-01 04:23
  • EDIT_POINT_CHANGEDPET_POP_EPISODE2026-10-01 04:23
  • CLIP_TRIMMEDPET_POP_EPISODE · SAVE_EDITOR2026-10-01 04:23