FINDING #5557 · UNIT ID 1185486225
evelyyyyynnnnn/3.0-Financial-Ai-Systems
Machine learning and optimization models designed to enhance financial system stability through portfolio optimization, risk forecasting, and network-based financial risk analysis.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
78% 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
S10 · S10
Growth Telemetry
VELOCITY /D
2.46
ACCEL
-0.00
RETENTION
40.2%
PEAK 2026-05-08 · FORK-RETENTION 0.0% · 221 STARS / WINDOW
Author Audience
AUDIENCE
431
FOLLOWERS
248
OWNER ★
1,829
Engagement Signals
FORKS
48
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 221 / 221 (DIVERSITY 1.00)
Why This Is A Finding
evelyyyyynnnnn/3.0-Financial-Ai-Systems собрал 221 звёзд за окно, тогда как у автора всего 248 подписчиков — эффективная аудитория ≈ 431. Это даёт surprise-индекс 0.00521 (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 13% OF 6380 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 6380 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 13%
VELOCITY2.463.99-1.54ABOVE 28%
RETENTION40.2%17.1%+23.1 PPABOVE 90%
FORKS4890-41ABOVE 31%
SURPRISE0.010.01-0.01ABOVE 32%