FINDING #6468 · UNIT ID 876545970
NVIDIA-AI-Blueprints/video-search-and-summarization
The NVIDIA VSS Blueprint is a suite of reference architectures for building GPU-accelerated vision agents and AI-powered video analytics applications.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
66% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S5 · PREDATES WINDOW, YET HALF+ OF ALL ITS STARS LANDED IN IT
Growth Telemetry
VELOCITY /D
12.77
ACCEL
-0.15
RETENTION
3.1%
PEAK 2026-05-15 · FORK-RETENTION 0.0% · 1,149 STARS / WINDOW
Author Audience
AUDIENCE
4,156
FOLLOWERS
1,367
OWNER ★
7,141
Engagement Signals
FORKS
357
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 1,149 / 1,149 (DIVERSITY 1.00)
Why This Is A Finding
NVIDIA-AI-Blueprints/video-search-and-summarization собрал 1,149 звёзд за окно, тогда как у автора всего 1,367 подписчиков — эффективная аудитория ≈ 4,156. Это даёт surprise-индекс 0.00304 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 10% OF 7217 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 7217 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 10%
VELOCITY12.773.73+9.03ABOVE 84%
RETENTION3.1%16.2%-13.1 PPABOVE 7%
FORKS35784+273ABOVE 83%
SURPRISE0.000.01-0.01ABOVE 24%