1. How accurate is the model on Fortnite and FPS clutch moments?
ForgeClips is trained on FPS kill feeds, ELIMINATED banners, multi-kill streaks, and 1vX clutch round UI, with Whisper syncing in-game callouts into the frame timeline. Frame sampling is configured per game so kill rounds aren't skipped on fast-paced streams. Vision classifies each frame as a clutch event (kill, 1vX, ace, round win) or non-event and only the clutch frames are kept — same single-pass pipeline that powers our /vs comparison table.