FINDING #8703 · 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)
4% 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 · DEAD CODE, ZERO CONTRIBUTORS, YET STARS KEEP DRIPPING
Growth Telemetry
VELOCITY /D
1.71
ACCEL
+0.54
RETENTION
40.0%
PEAK 2026-09-11 · FORK-RETENTION 0.0% · 12 STARS / WINDOW
Author Audience
AUDIENCE
109
FOLLOWERS
23
OWNER ★
316
Engagement Signals
FORKS
40
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 12 / 12 (DIVERSITY 1.00)
Why This Is A Finding
aerlabsAI/ai-inference-resources собрал 12 звёзд за окно, тогда как у автора всего 23 подписчиков — эффективная аудитория ≈ 109. Это даёт surprise-индекс 0.0115 (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 11% OF 9789 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 9789 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 11%
VELOCITY1.713.43-1.71ABOVE 13%
RETENTION40.0%37.5%+2.5 PPABOVE 53%
FORKS40120-80ABOVE 26%
SURPRISE0.010.01+0.00ABOVE 61%