FINDING #4105 · UNIT ID 1149429528
aerlabsAI/ai-inference-resources
Curated collection of AI inference engineering resources — LLM serving, GPU kernels, quantization, distributed inference, and production deployment. Compiled from the AER Labs community.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
8% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S7 · THIS REPO IS ~ALL OF THE OWNER'S STARS
S10 · S10
Growth Telemetry
VELOCITY /D
6.33
ACCEL
+8.00
RETENTION
0.0%
PEAK 2026-07-15 · FORK-RETENTION 0.0% · 19 STARS / WINDOW
Author Audience
AUDIENCE
93
FOLLOWERS
21
OWNER ★
254
Engagement Signals
FORKS
30
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 19 / 19 (DIVERSITY 1.00)
Why This Is A Finding
aerlabsAI/ai-inference-resources собрал 19 звёзд за окно, тогда как у автора всего 21 подписчиков — эффективная аудитория ≈ 93. Это даёт surprise-индекс 0.0477 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 0.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация положительная — рост ещё не выдохся.
Related Findings
RANKS ABOVE 18% OF 5024 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 5024 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 18%
VELOCITY6.336.67-0.33ABOVE 47%
RETENTION0.0%46.5%-46.5 PPABOVE 0%
FORKS30116-86ABOVE 20%
SURPRISE0.050.01+0.03ABOVE 80%